[{"category": "accent", "category_class": "dutch", "speaker_id": 57, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.07657283544540405, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.5104631185531616, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.05119334161281586, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.051194604486227036, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 78.25682830810547, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 78.40220642089844, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 78.50144958496094, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 78.55818939208984, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 52.407264709472656, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 52.414085388183594, "wav2vec2.feature_projection.layer_norm.weight": 0.0511915385723114, "wav2vec2.feature_projection.layer_norm.bias": 0.05117456614971161, "wav2vec2.feature_projection.projection.weight": 39.272987365722656, "wav2vec2.feature_projection.projection.bias": 0.0767773687839508, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.07667059451341629, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.01279604434967041, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 455.4728698730469, "wav2vec2.encoder.layer_norm.weight": 0.0767337754368782, "wav2vec2.encoder.layer_norm.bias": 0.07679352164268494, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 58.578495025634766, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 9.903563477564603e-05, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 58.841766357421875, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.07679197192192078, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 58.61280059814453, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.07664304971694946, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 58.859291076660156, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.076788529753685, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.0767916589975357, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.07679366320371628, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 234.20501708984375, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.30656546354293823, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 234.35302734375, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.0767577588558197, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.07678963243961334, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.07679609954357147, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 58.51736831665039, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00018188015383202583, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 58.83650207519531, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.0767938643693924, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 58.53076934814453, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.07661323249340057, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 58.85163879394531, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.07678916305303574, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.07678427547216415, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.0767931342124939, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 230.7234344482422, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.30210185050964355, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 230.7314453125, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.07678727805614471, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.07676742970943451, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.07679396867752075, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 58.52825164794922, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00013579311780631542, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 58.8253288269043, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.07679274678230286, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 58.539390563964844, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.07671604305505753, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 58.84339904785156, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.0767875611782074, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.07678671926259995, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.07678955793380737, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 232.73043823242188, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.30443355441093445, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 232.8955841064453, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.0767851173877716, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.07678639888763428, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.07679428905248642, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 58.58226013183594, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0002769559505395591, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 58.83656311035156, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.07679390907287598, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 58.594444274902344, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.07671914994716644, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 58.839054107666016, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.07678653299808502, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.0767885148525238, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.07678640633821487, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 233.80059814453125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.30566978454589844, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 233.83743286132812, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.0767873078584671, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.07678940147161484, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.07679672539234161, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 58.67387771606445, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0003885046171490103, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 58.857337951660156, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.07679471373558044, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 58.67292404174805, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.07673658430576324, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 58.86759948730469, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.07677419483661652, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.0767267495393753, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.0767899677157402, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 234.26205444335938, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.30624866485595703, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 234.34078979492188, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.07679134607315063, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.07679390907287598, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.07679681479930878, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 58.70196533203125, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00023640424478799105, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 58.86853790283203, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.07679563760757446, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 58.72071838378906, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.07673892378807068, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 58.88746643066406, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.0767933577299118, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.07679127156734467, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.07679042220115662, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 232.880126953125, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.30522632598876953, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 231.82489013671875, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.07678747177124023, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.07678921520709991, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.07679374516010284, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 58.70301818847656, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0002486282610334456, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 58.88328552246094, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.07679666578769684, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 58.721832275390625, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.07674540579319, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 58.892818450927734, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.076789990067482, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.07679218053817749, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.07679399847984314, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 228.2437286376953, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.3018726706504822, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 224.69305419921875, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.07678980380296707, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.07678163051605225, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.07679490745067596, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 58.722076416015625, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00033423039712943137, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 58.89326477050781, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.07679368555545807, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 58.72901153564453, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.07675041258335114, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 58.90238571166992, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.07677806168794632, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.07678967714309692, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.07678107917308807, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 227.4542236328125, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.30110812187194824, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 222.60391235351562, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.076790951192379, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.07679154723882675, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.07679784297943115, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 58.69862365722656, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0004077844205312431, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 58.871726989746094, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.0767957866191864, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 58.72412872314453, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.07674041390419006, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 58.87916564941406, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.07679058611392975, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.07678510248661041, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.07679355144500732, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 233.4663543701172, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.30610525608062744, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 232.35572814941406, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.0767853856086731, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.07679080963134766, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.07679259777069092, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 58.66453170776367, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00035627803299576044, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 58.85776901245117, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.07679563760757446, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 58.70238494873047, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.07673203945159912, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 58.86934280395508, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.07678189873695374, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.0767890065908432, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.07679019123315811, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 234.70346069335938, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.3068939447402954, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 234.97607421875, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.07677116245031357, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.07676965743303299, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.07679547369480133, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 58.75981140136719, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0012973733246326447, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 58.879188537597656, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.07679495960474014, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 58.703914642333984, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.07672782987356186, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 58.865745544433594, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.07678616046905518, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.07678743451833725, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.07678084075450897, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 233.71295166015625, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.30634385347366333, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 234.33445739746094, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.0767640545964241, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.07678967714309692, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.07678929716348648, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 58.265071868896484, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.0022236513905227184, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 58.68446350097656, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.0767475813627243, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 51.95756912231445, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.07313297688961029, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 58.679542541503906, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.07671943306922913, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.07674633711576462, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.0767865777015686, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 230.01840209960938, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.305905818939209, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 231.64645385742188, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.07659271359443665, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.07677672058343887, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.07678830623626709, "lm_head.weight": 2.154416561126709, "lm_head.bias": 0.0029872283339500427}, "total_model_change": 9305.35838563813}, {"category": "accent", "category_class": "dutch", "speaker_id": 913, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.07587766647338867, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.49577081203460693, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.04334966838359833, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.05279885232448578, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 82.34690856933594, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 82.01827239990234, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 82.33918762207031, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 81.41407775878906, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 54.89216232299805, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 55.248046875, "wav2vec2.feature_projection.layer_norm.weight": 0.05139628052711487, "wav2vec2.feature_projection.layer_norm.bias": 0.058781545609235764, "wav2vec2.feature_projection.projection.weight": 39.318756103515625, "wav2vec2.feature_projection.projection.bias": 0.08198723196983337, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.08149097859859467, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.015219919383525848, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 465.7054443359375, "wav2vec2.encoder.layer_norm.weight": 0.08093196153640747, "wav2vec2.encoder.layer_norm.bias": 0.079207643866539, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 58.741127014160156, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00010883541835937649, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 59.550689697265625, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.07798516005277634, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 58.91675567626953, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.0808325856924057, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 59.057861328125, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.08080369234085083, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.0801943689584732, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.0828089714050293, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 236.32110595703125, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.3145543038845062, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 243.87875366210938, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.08480918407440186, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.08081360161304474, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.08360013365745544, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 58.381168365478516, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00019686369341798127, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 59.17802429199219, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.07840613275766373, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 58.89418029785156, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.07963617146015167, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 59.91328430175781, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.08599399775266647, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.07986962050199509, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.08559414744377136, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 231.33653259277344, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.30521339178085327, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 232.9425048828125, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.0751974806189537, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.07598389685153961, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.0776006430387497, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 58.36814880371094, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00014552654465660453, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 58.76959991455078, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.07539641857147217, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 58.82612228393555, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.07436458021402359, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 58.86079406738281, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.07817921787500381, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.0781940147280693, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.08077743649482727, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 234.92250061035156, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.3092600107192993, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 237.89572143554688, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.07819859683513641, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.07598252594470978, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.08080075681209564, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 59.82952117919922, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00028862484032288194, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 59.32011413574219, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.07740381360054016, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 59.19612121582031, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.08211424201726913, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 59.12996292114258, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.07683075219392776, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.07240641117095947, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.07579242438077927, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 232.361328125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.3019099831581116, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 233.69273376464844, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.07696367055177689, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.07680140435695648, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.07659636437892914, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 58.53255081176758, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00041459998465143144, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 59.18630599975586, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.07540149241685867, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 58.69491195678711, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.07793989777565002, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 58.990089416503906, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.07397007942199707, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.07684972882270813, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.07319976389408112, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 234.52944946289062, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.3053101897239685, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 236.27944946289062, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.07699579745531082, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.07480136305093765, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.07659778743982315, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 58.498565673828125, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0002643971820361912, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 58.36394500732422, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.06975725293159485, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 58.947898864746094, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.0788230150938034, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 58.76447296142578, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.07400070130825043, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.08178167045116425, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.0775919109582901, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 238.61940002441406, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.3109128475189209, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 234.49609375, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.07874327898025513, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.07720328867435455, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.07879431545734406, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 58.59977722167969, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00028571870643645525, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 59.372955322265625, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.07899874448776245, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 59.189151763916016, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.07604356110095978, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 59.10447692871094, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.07699862122535706, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.07639006525278091, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.0791957676410675, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 232.84384155273438, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.30791980028152466, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 229.77935791015625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.07578998804092407, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.07860291004180908, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.07300376892089844, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 59.709068298339844, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0003895307600032538, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 59.1400032043457, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.07419979572296143, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 59.0872917175293, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.07277129590511322, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 58.70008850097656, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.07178616523742676, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.07619505375623703, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.07441254705190659, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 230.60655212402344, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.300804078578949, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 228.52529907226562, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.07680017501115799, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.08018632978200912, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.07799959182739258, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 58.66950988769531, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0004658339894376695, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 59.651214599609375, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.07439947873353958, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 58.635520935058594, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.07542594522237778, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 59.24134063720703, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.07779673486948013, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.07519607245922089, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.07879771292209625, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 237.53880310058594, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.3127903938293457, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 239.736083984375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.08438313007354736, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.0807933583855629, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.08620323240756989, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 58.73101043701172, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0004550736048258841, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 60.14636993408203, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.08299818634986877, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 58.51474380493164, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.08340473473072052, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 60.02232360839844, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.0863925963640213, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.08079522848129272, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.08400160074234009, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 240.53427124023438, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.3163639008998871, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 253.27734375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.0919853150844574, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.08157029747962952, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.100602887570858, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 59.550880432128906, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0015871711075305939, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 63.448707580566406, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.0861964076757431, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 59.259796142578125, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.07876286655664444, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 60.52405548095703, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.08159217983484268, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.07799326628446579, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.0848115086555481, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 247.23609924316406, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.33267074823379517, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 257.2646484375, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.11239078640937805, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.08399598300457001, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.1327965408563614, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 61.046173095703125, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.005412945989519358, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 85.21947479248047, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.13020899891853333, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 64.53546905517578, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.08875377476215363, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 72.32112121582031, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.1283707469701767, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.10576240718364716, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.13119462132453918, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 282.3583679199219, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.474567711353302, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 417.2244873046875, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.14827588200569153, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.13438016176223755, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.1513942927122116, "lm_head.weight": 3.619173288345337, "lm_head.bias": 0.005995078943669796}, "total_model_change": 9771.510984631415}, {"category": "accent", "category_class": "dutch", "speaker_id": 929, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.11539506167173386, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.7931227087974548, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.07021520286798477, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.07158979773521423, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 121.23622131347656, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 120.15251922607422, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 119.3836898803711, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 116.86790466308594, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 77.60177612304688, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 76.97918701171875, "wav2vec2.feature_projection.layer_norm.weight": 0.077787846326828, "wav2vec2.feature_projection.layer_norm.bias": 0.07356394827365875, "wav2vec2.feature_projection.projection.weight": 58.9347038269043, "wav2vec2.feature_projection.projection.bias": 0.11753925681114197, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.11520291864871979, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.020610742270946503, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 678.8248291015625, "wav2vec2.encoder.layer_norm.weight": 0.11812335252761841, "wav2vec2.encoder.layer_norm.bias": 0.11136506497859955, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 87.85328674316406, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00015058575081638992, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 88.4915771484375, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.1149379312992096, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 88.064697265625, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.11307349801063538, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 87.97914123535156, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.11540140956640244, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.11318221688270569, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.11759653687477112, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 352.16827392578125, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.46595239639282227, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 354.0686340332031, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.1179557517170906, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.11799663305282593, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.11498784273862839, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 87.51951599121094, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00025162528618238866, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 88.0508041381836, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.11259112507104874, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 87.71195220947266, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.11320992559194565, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 89.01313781738281, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.12117162346839905, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.11784319579601288, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.11938066780567169, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 346.8639221191406, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.45475098490715027, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 354.42486572265625, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.1189730316400528, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.11676716059446335, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.11858749389648438, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 88.84008026123047, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0002003908302867785, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 88.94369506835938, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.11737996339797974, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 88.68020629882812, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.12294245511293411, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 88.77816772460938, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.11936095356941223, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.12077471613883972, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.12396803498268127, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 350.27960205078125, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.46211785078048706, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 354.6844482421875, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.11896710842847824, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.11595036089420319, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.12038706243038177, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 88.82098388671875, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0003466071793809533, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 88.98603820800781, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.11852914094924927, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 88.07827758789062, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.11876822263002396, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 88.72969055175781, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.11718501150608063, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.11158768087625504, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.11597291380167007, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 351.480712890625, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.46115386486053467, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 358.594482421875, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.12271986901760101, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.11719496548175812, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.12119074910879135, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 88.63910675048828, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0005070543847978115, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 89.48455047607422, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.12239193171262741, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 88.33537292480469, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.12446391582489014, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 89.28218841552734, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.11594826728105545, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.11727586388587952, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.1147884875535965, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 353.7447204589844, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.4644102454185486, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 358.70672607421875, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.11838526278734207, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.11358830332756042, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.11699308454990387, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 88.41392517089844, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0003451614174991846, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 89.02154541015625, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.11534322798252106, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 88.50782012939453, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.11544542014598846, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 89.48139953613281, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.1203782707452774, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.12155839800834656, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.12138380110263824, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 354.43536376953125, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.4648524224758148, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 357.72796630859375, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.12293048202991486, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.12158386409282684, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.1239888072013855, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 89.02519226074219, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00034297973616048694, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 90.56783294677734, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.12659290432929993, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 88.92729949951172, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.11879342794418335, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 90.466796875, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.12438855320215225, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.11938189715147018, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.12518031895160675, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 348.4045104980469, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.4666912257671356, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 344.70611572265625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.12037134915590286, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.11859464645385742, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.11859047412872314, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 90.70777893066406, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00045866513391956687, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 90.62842559814453, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.12057195603847504, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 89.82874298095703, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.11966383457183838, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 90.5369873046875, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.11977372318506241, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.11938047409057617, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.12016695737838745, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 348.88726806640625, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.4652490019798279, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 347.3277282714844, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.12557795643806458, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.1209733858704567, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.12859489023685455, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 90.38169860839844, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0005490795010700822, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 91.60311889648438, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.12318936735391617, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 89.92245483398438, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.12336744368076324, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 90.56144714355469, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.12297358363866806, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.11674994230270386, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.12118895351886749, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 358.475830078125, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.479442834854126, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 367.4848937988281, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.1363464593887329, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.12038301676511765, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.1379910707473755, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 89.7216796875, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0005652206600643694, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 92.77299499511719, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.1327880620956421, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 89.06468200683594, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.1298617720603943, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 91.721923828125, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.13296183943748474, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.12135584652423859, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.13318565487861633, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 364.5184631347656, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.4901837110519409, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 394.95751953125, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.1499658226966858, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.12156034260988235, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.16059355437755585, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 92.973388671875, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0017382428050041199, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 99.46822357177734, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.14236995577812195, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 89.73393249511719, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.12594543397426605, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 94.20858001708984, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.13578499853610992, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.12177390605211258, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.1431984305381775, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 373.9354248046875, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.5088683366775513, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 396.6902770996094, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.1675315797328949, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.1302032172679901, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.18798434734344482, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 89.35684204101562, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.0058198245242238045, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 121.77558898925781, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.1895858645439148, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 88.57218170166016, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.12552018463611603, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 105.74259948730469, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.18413794040679932, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.15670333802700043, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.18558263778686523, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 418.3321838378906, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.6987160444259644, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 617.3382568359375, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.22016000747680664, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.19416499137878418, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.227387472987175, "lm_head.weight": 5.350456237792969, "lm_head.bias": 0.009123419411480427}, "total_model_change": 14677.476411507945}, {"category": "accent", "category_class": "dutch", "speaker_id": 956, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.11522272974252701, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.792984127998352, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.06583663821220398, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.06440175324678421, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 119.65502166748047, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 118.1204833984375, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 117.41732788085938, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 114.41730499267578, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 76.21392822265625, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 73.78178405761719, "wav2vec2.feature_projection.layer_norm.weight": 0.07781213521957397, "wav2vec2.feature_projection.layer_norm.bias": 0.07157646119594574, "wav2vec2.feature_projection.projection.weight": 58.10919952392578, "wav2vec2.feature_projection.projection.bias": 0.10697983205318451, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.10802653431892395, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.02303285151720047, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 687.2739868164062, "wav2vec2.encoder.layer_norm.weight": 0.11823410540819168, "wav2vec2.encoder.layer_norm.bias": 0.10157626122236252, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 87.6200180053711, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00016127410344779491, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 85.95994567871094, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.10694713145494461, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 88.07245635986328, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.10767234861850739, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 86.35713958740234, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.11023023724555969, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.11563874781131744, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.11201301217079163, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 350.66259765625, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.45133769512176514, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 344.6365966796875, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.11061780899763107, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.11100968718528748, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.1096007227897644, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 87.95426177978516, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0002910922048613429, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 86.91061401367188, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.10799796879291534, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 88.23146057128906, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.10727624595165253, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 87.87921905517578, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.11379194259643555, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.11526869237422943, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.11121046543121338, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 345.6024169921875, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.4452609419822693, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 351.893798828125, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.11279340088367462, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.11778560280799866, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.11360852420330048, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 88.56726837158203, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00021638456382788718, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 87.77365112304688, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.11039254069328308, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 88.53130340576172, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.11238157004117966, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 87.98179626464844, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.11756987869739532, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.11919336766004562, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.11944013088941574, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 354.445068359375, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.4685359001159668, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 359.26361083984375, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.12099683284759521, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.11857298761606216, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.12099803984165192, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 89.37371826171875, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00041005777893587947, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 89.13182830810547, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.12213276326656342, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 88.46348571777344, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.11847968399524689, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 88.68931579589844, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.116043321788311, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.11181749403476715, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.11318594217300415, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 353.75469970703125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.4627843201160431, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 357.4475402832031, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.11998454481363297, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.10902111232280731, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.11699502915143967, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 89.18203735351562, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0005875648930668831, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 89.8521728515625, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.11979886889457703, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 88.75672149658203, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.13154667615890503, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 89.56376647949219, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.11438451707363129, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.1178964227437973, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.11359599977731705, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 352.3526916503906, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.45577532052993774, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 362.94061279296875, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.11859390139579773, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.1130003035068512, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.1193975955247879, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 88.8009033203125, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00039729976560920477, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 89.60294342041016, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.12155766785144806, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 88.72395324707031, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.1251227855682373, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 89.95050048828125, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.12578265368938446, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.12417840957641602, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.12338988482952118, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 353.12738037109375, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.45031601190567017, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 355.94537353515625, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.11754995584487915, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.12040069699287415, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.1205863505601883, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 88.7314224243164, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00038102210965007544, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 90.53384399414062, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.12819617986679077, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 88.95578002929688, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.11346006393432617, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 89.61627197265625, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.12119852006435394, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.11978892982006073, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.12279266119003296, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 351.05523681640625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.4626493752002716, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 349.1513671875, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.12238938361406326, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.11960124969482422, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.11759522557258606, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 90.57289123535156, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0004944703541696072, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 90.71142578125, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.11976686865091324, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 90.18275451660156, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.11698982119560242, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 90.88217163085938, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.12415146827697754, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.11918606609106064, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.12480635941028595, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 358.4000244140625, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.4844355881214142, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 361.8075866699219, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.13440272212028503, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.12695464491844177, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.13819873332977295, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 92.05384826660156, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0005953889340162277, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 93.20065307617188, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1297934502363205, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 90.51069641113281, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.12062662094831467, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 91.39065551757812, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.12599769234657288, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.11676342785358429, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.12340448796749115, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 365.46148681640625, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.49445879459381104, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 379.9371337890625, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.14477473497390747, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.12299063056707382, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.14459824562072754, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 92.39427185058594, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0006255614571273327, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 95.82393646240234, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.13880810141563416, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 90.8876953125, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.13957059383392334, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 93.75570678710938, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.14137297868728638, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.12256297469139099, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.1419951617717743, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 370.84075927734375, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.4983038604259491, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 414.5759582519531, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.1635608971118927, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.122311070561409, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.1746007204055786, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 96.11026763916016, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0016397088766098022, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 104.1923828125, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.15297837555408478, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 91.16740417480469, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.12715229392051697, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 97.15607452392578, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.14120391011238098, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.12778690457344055, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.15480270981788635, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 392.364501953125, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.5464297533035278, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 426.10675048828125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.19298039376735687, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.13904568552970886, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.21838808059692383, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 91.02554321289062, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.007228182628750801, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 136.5774688720703, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.22020545601844788, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 94.2159423828125, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.13325154781341553, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 115.97181701660156, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.21215829253196716, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.17581918835639954, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.21359063684940338, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 474.936279296875, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.8255394697189331, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 772.9396362304688, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.27791428565979004, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.2376870959997177, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.28799012303352356, "lm_head.weight": 6.771162509918213, "lm_head.bias": 0.012123125605285168}, "total_model_change": 15060.410992547608}, {"category": "accent", "category_class": "dutch", "speaker_id": 1003, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.1469014286994934, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.021133542060852, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.07948727160692215, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.08417901396751404, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 148.58963012695312, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 149.61892700195312, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 148.11183166503906, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 146.62774658203125, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 97.25810241699219, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 95.14639282226562, "wav2vec2.feature_projection.layer_norm.weight": 0.09598824381828308, "wav2vec2.feature_projection.layer_norm.bias": 0.09176383912563324, "wav2vec2.feature_projection.projection.weight": 73.05387115478516, "wav2vec2.feature_projection.projection.bias": 0.13686273992061615, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.1411823183298111, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.02496245503425598, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 843.1177978515625, "wav2vec2.encoder.layer_norm.weight": 0.14541229605674744, "wav2vec2.encoder.layer_norm.bias": 0.136755108833313, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 108.9165267944336, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00017887758440338075, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 108.75041198730469, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.13714468479156494, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 109.24211120605469, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.13518744707107544, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 109.14970397949219, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.14240746200084686, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.1433858573436737, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.14255517721176147, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 439.5783996582031, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.5759834051132202, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 439.5380859375, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.14477188885211945, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.14074501395225525, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.14537706971168518, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 109.43280029296875, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0003287190047558397, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 109.60350036621094, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.1365838646888733, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 109.66107940673828, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.1386018842458725, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 110.56045532226562, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.14812271296977997, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.1434793770313263, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.14297670125961304, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 430.86474609375, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.5574739575386047, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 441.618896484375, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.14535756409168243, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.15135040879249573, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.14621824026107788, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 110.10131072998047, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00026560312835499644, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 110.94673156738281, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.14657267928123474, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 109.83268737792969, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.13924197852611542, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 110.61996459960938, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.14754922688007355, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.1495598703622818, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.1463957130908966, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 441.82000732421875, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.5809610486030579, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 449.1387634277344, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.15356558561325073, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.1495540887117386, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.15458469092845917, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 111.04875183105469, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0004454231821000576, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 111.72964477539062, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.15172216296195984, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 109.99420166015625, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.14787793159484863, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 110.99789428710938, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.14680834114551544, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.1427706629037857, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.1417716145515442, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 440.07073974609375, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.5757323503494263, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 446.16357421875, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.14915072917938232, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.14498528838157654, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.1471908688545227, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 110.47920227050781, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0006725598941557109, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 111.52499389648438, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.14738459885120392, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 109.95246124267578, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.1514592319726944, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 111.06781005859375, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.1431463658809662, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.1466708481311798, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.1405775099992752, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 438.01702880859375, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.5725985765457153, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 441.654052734375, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.14158624410629272, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.14398224651813507, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.14398545026779175, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 110.47740173339844, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00043730554170906544, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 110.8565444946289, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.14773724973201752, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 110.15287780761719, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.15405280888080597, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 111.2142333984375, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.1507672369480133, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.14855337142944336, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.14720109105110168, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 436.2301940917969, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.5638808012008667, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 435.8399353027344, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.14393165707588196, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.14858824014663696, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.14578163623809814, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 110.4543228149414, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0004706961917690933, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 111.45381164550781, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.15179020166397095, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 110.41177368164062, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.14374332129955292, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 110.7067642211914, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.14437663555145264, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.14456899464130402, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.1469738781452179, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 430.22198486328125, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.569307804107666, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 426.99603271484375, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.14456766843795776, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.14640402793884277, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.14318999648094177, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 111.99676513671875, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0006035168189555407, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 112.32803344726562, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.14895275235176086, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 111.54208374023438, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.14687323570251465, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 112.49148559570312, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.15335102379322052, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.1463712751865387, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.15336766839027405, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 436.8897705078125, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.5864973664283752, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 442.1142883300781, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.16258883476257324, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.15814658999443054, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.1649942398071289, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 112.0087890625, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.000677406438626349, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 114.81902313232422, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1567676067352295, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 111.33244323730469, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.14454524219036102, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 113.4468002319336, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.154574453830719, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.14452849328517914, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.15058404207229614, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 447.70892333984375, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.5998176336288452, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 462.40863037109375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.16894862055778503, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.15136435627937317, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.17519491910934448, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 113.60757446289062, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0007557059871032834, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 118.54684448242188, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.17197969555854797, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 112.53707885742188, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.16705650091171265, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 116.7596206665039, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.17315292358398438, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.15315032005310059, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.17038816213607788, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 464.0347900390625, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.6331443786621094, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 522.5925903320312, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.21193170547485352, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.15590175986289978, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.223194882273674, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 119.24240112304688, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0016349665820598602, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 131.27394104003906, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.19557064771652222, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 114.35067749023438, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.16404205560684204, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 122.15765380859375, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.18255995213985443, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.15977072715759277, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.19358551502227783, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 484.456298828125, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.679811954498291, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 521.8894653320312, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.23068736493587494, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.17280352115631104, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.2587798833847046, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 109.68952941894531, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.008008796721696854, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 165.84628295898438, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.264584481716156, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 109.53839111328125, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.1537633240222931, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 143.2593231201172, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.2521367073059082, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.2161826491355896, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.2527834177017212, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 592.0369262695312, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.0061143636703491, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 955.7731323242188, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.3416668772697449, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.29366928339004517, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.35756808519363403, "lm_head.weight": 8.52916145324707, "lm_head.bias": 0.015122862532734871}, "total_model_change": 18669.213639163878}, {"category": "accent", "category_class": "dutch", "speaker_id": 1004, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.1499597132205963, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.131704330444336, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.080319344997406, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.08678937703371048, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 153.41204833984375, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 152.92282104492188, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 149.4171600341797, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 149.7080078125, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 99.9187240600586, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 98.67939758300781, "wav2vec2.feature_projection.layer_norm.weight": 0.09799489378929138, "wav2vec2.feature_projection.layer_norm.bias": 0.09797550737857819, "wav2vec2.feature_projection.projection.weight": 73.34352111816406, "wav2vec2.feature_projection.projection.bias": 0.14127835631370544, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.14546997845172882, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.023465707898139954, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 859.7327880859375, "wav2vec2.encoder.layer_norm.weight": 0.14824055135250092, "wav2vec2.encoder.layer_norm.bias": 0.1399671733379364, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 110.22694396972656, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00017882566316984594, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 108.78675842285156, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.13637201488018036, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 110.07361602783203, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.1408190280199051, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 109.32377624511719, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.1412210762500763, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.14141273498535156, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.14316430687904358, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 440.85565185546875, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.5794140100479126, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 439.8843994140625, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.1453821361064911, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.14475925266742706, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.1471976339817047, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 110.38592529296875, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00032764935167506337, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 109.81076049804688, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.13628807663917542, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 110.08102416992188, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.1334936022758484, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 110.6934814453125, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.14417386054992676, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.13906991481781006, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.14043067395687103, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 431.4247741699219, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.5453565120697021, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 434.8919677734375, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.14398443698883057, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.1524326503276825, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.14242799580097198, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 110.98233032226562, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00026911409804597497, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 110.75426483154297, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.14637644588947296, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 110.49465942382812, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.1424551010131836, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 111.7138442993164, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.14917418360710144, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.14979037642478943, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.14947770535945892, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 445.20001220703125, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.5818464756011963, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 460.66363525390625, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.1603899449110031, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.1497715711593628, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.1629822850227356, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 112.03684997558594, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0004499180940911174, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 112.39199829101562, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.16012543439865112, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 110.9417724609375, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.14897339046001434, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 111.05120849609375, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.1436387598514557, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.14659512042999268, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.14058677852153778, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 441.1340637207031, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.5784950256347656, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 448.90771484375, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.1526467502117157, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.14319241046905518, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.14820386469364166, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 110.96076965332031, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0006792161148041487, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 112.00648498535156, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.14799657464027405, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 110.47029876708984, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.15003836154937744, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 111.07588195800781, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.13977983593940735, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.1473006308078766, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.1403902769088745, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 437.40594482421875, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.5672483444213867, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 434.1781311035156, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.13180260360240936, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.14315654337406158, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.136197030544281, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 110.87222290039062, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00043964636279270053, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 110.12910461425781, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.1429794281721115, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 110.44763946533203, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.15738117694854736, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 110.7029800415039, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.14657700061798096, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.15140260756015778, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.14640960097312927, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 436.41497802734375, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.5608001947402954, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 430.0692138671875, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.13554610311985016, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.15140704810619354, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.14059463143348694, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 110.21967315673828, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0004746761987917125, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 111.0491943359375, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.150592640042305, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 110.35327911376953, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.13467884063720703, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 110.62203979492188, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.1467924416065216, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.14279748499393463, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.14899177849292755, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 434.8315734863281, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.5794298648834229, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 429.22393798828125, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.14198844134807587, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.143812358379364, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.1397937536239624, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 112.82416534423828, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0006111662369221449, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 112.31427001953125, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.14466328918933868, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 111.9205551147461, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.1525266468524933, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 112.18602752685547, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.14839015901088715, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.15415363013744354, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.14998936653137207, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 439.0976257324219, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.5902526378631592, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 439.8800354003906, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.15320506691932678, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.15517795085906982, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.15559598803520203, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 112.17665100097656, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0006892482051625848, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 112.92134094238281, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.14637300372123718, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 111.4462661743164, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.14360284805297852, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 112.21005249023438, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.14817151427268982, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.13680541515350342, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.14499780535697937, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 444.52227783203125, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.5887289047241211, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 450.47442626953125, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.15629205107688904, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.15017914772033691, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.15739712119102478, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 112.12715148925781, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0007623310084454715, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 113.93379211425781, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.15500599145889282, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 112.01131439208984, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.15292756259441376, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 113.34542846679688, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.15898999571800232, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.1501537412405014, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.15559211373329163, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 456.74591064453125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.61237633228302, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 485.42352294921875, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.18836987018585205, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.14610669016838074, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.196397066116333, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 114.84175872802734, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0016455501317977905, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 124.68685913085938, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.17558293044567108, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 112.19831848144531, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.14960280060768127, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 119.56440734863281, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.16906964778900146, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.1555745005607605, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.17778053879737854, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 483.850830078125, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.6779884099960327, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 518.5458984375, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.22464555501937866, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.1672113686800003, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.2517853379249573, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 111.01678466796875, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.00816142838448286, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 162.99609375, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.25800901651382446, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 111.60005950927734, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.15371236205101013, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 143.97210693359375, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.2497934103012085, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.20832574367523193, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.2531921863555908, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 580.6926879882812, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.9573853611946106, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 963.1837768554688, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.34430477023124695, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.3031177520751953, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.35797348618507385, "lm_head.weight": 9.885202407836914, "lm_head.bias": 0.018122585490345955}, "total_model_change": 18628.59630831008}, {"category": "accent", "category_class": "dutch", "speaker_id": 1223, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.17061012983322144, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.2093966007232666, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.09749693423509598, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.10177774727344513, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 173.89857482910156, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 173.92166137695312, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 171.6753387451172, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 170.88949584960938, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 113.3341064453125, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 111.60047912597656, "wav2vec2.feature_projection.layer_norm.weight": 0.11235606670379639, "wav2vec2.feature_projection.layer_norm.bias": 0.11175262928009033, "wav2vec2.feature_projection.projection.weight": 85.153076171875, "wav2vec2.feature_projection.projection.bias": 0.16378746926784515, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.1728246808052063, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.02971959114074707, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 985.279541015625, "wav2vec2.encoder.layer_norm.weight": 0.17189690470695496, "wav2vec2.encoder.layer_norm.bias": 0.16456609964370728, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 127.95413208007812, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00020844192476943135, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 127.32823181152344, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.16271719336509705, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 127.69230651855469, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.16156575083732605, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 128.09039306640625, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.16678525507450104, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.16689924895763397, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.166538804769516, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 510.0641784667969, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.6608094573020935, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 509.301025390625, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.16733774542808533, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.16708093881607056, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.16896867752075195, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 127.93170166015625, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00035094658960588276, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 128.03060913085938, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.16145816445350647, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 127.71231842041016, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.16206078231334686, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 129.08380126953125, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.16933193802833557, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.16746582090854645, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.16698554158210754, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 504.2974853515625, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.6494032144546509, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 508.56732177734375, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.16834446787834167, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.1738123893737793, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.1693991869688034, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 128.07847595214844, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00027524156030267477, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 128.6396942138672, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.1709638088941574, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 128.13108825683594, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.1675681173801422, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 130.24424743652344, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.17460006475448608, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.17438200116157532, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.179122656583786, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 514.451416015625, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.6746201515197754, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 526.5427856445312, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.17793509364128113, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.1717221736907959, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.1794099509716034, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 129.27471923828125, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00045297853648662567, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 130.07791137695312, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.17971432209014893, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 128.56939697265625, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.16925816237926483, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 128.57876586914062, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.1655748039484024, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.16876327991485596, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.16134658455848694, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 512.8934936523438, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.6754451990127563, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 516.998046875, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.17438152432441711, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.17016540467739105, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.171384796500206, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 128.5323486328125, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0007091310108080506, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 130.0032958984375, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.1709708869457245, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 128.2501220703125, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.16706402599811554, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 129.21127319335938, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.16774362325668335, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.17025244235992432, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.16256821155548096, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 508.6815490722656, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.6674063801765442, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 506.379150390625, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.15934306383132935, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.16913378238677979, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.16018345952033997, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 128.520263671875, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.000479123234981671, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 128.4955596923828, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.16931051015853882, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 128.15118408203125, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.17443428933620453, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 128.9770965576172, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.1693592667579651, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.17252564430236816, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.1703907549381256, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 509.1183776855469, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.6611807346343994, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 506.6298828125, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.16772082448005676, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.17418964207172394, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.17138203978538513, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 128.0337677001953, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00048700557090342045, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 129.480712890625, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.17778481543064117, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 128.04458618164062, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.16747787594795227, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 128.98361206054688, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.17036926746368408, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.16595815122127533, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.17215731739997864, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 502.90814208984375, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.6712275743484497, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 498.503173828125, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.16935327649116516, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.1693788319826126, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.16838714480400085, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 130.32403564453125, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0006373123615048826, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 130.95474243164062, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.17383843660354614, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 129.8745574951172, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.18241722881793976, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 130.69659423828125, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.17754435539245605, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.1771235466003418, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.17697441577911377, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 509.56573486328125, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.6873676776885986, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 512.1575927734375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.18737918138504028, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.18310999870300293, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.18758951127529144, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 130.6835479736328, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0007027665851637721, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 132.40953063964844, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.17776323854923248, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 129.5635223388672, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.17367155849933624, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 131.85665893554688, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.18035009503364563, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.16952675580978394, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.18017712235450745, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 519.61083984375, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.6940283179283142, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 538.5, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.1974438726902008, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.1810988485813141, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.20119544863700867, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 131.14190673828125, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0007796269492246211, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 135.8802947998047, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.19596201181411743, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 130.6487274169922, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.18481165170669556, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 135.0542449951172, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.19675587117671967, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.1803211271762848, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.19657586514949799, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 538.788818359375, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.741462230682373, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 598.15380859375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.23875287175178528, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.1796915978193283, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.24578946828842163, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 137.7888946533203, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0016523897647857666, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 149.27044677734375, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.22137071192264557, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 132.42803955078125, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.18218368291854858, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 143.13294982910156, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.21364280581474304, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.18815135955810547, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.2271592915058136, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 566.6739501953125, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.8047023415565491, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 611.8097534179688, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.27313485741615295, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.20219077169895172, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.30317509174346924, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 128.53875732421875, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.008798118680715561, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 191.83731079101562, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.30878257751464844, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 127.87982940673828, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.1786741465330124, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 170.34445190429688, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.29835325479507446, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.251666784286499, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.301765501499176, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 691.3005981445312, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.1542308330535889, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1149.76904296875, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.4108229875564575, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.35564079880714417, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.423570454120636, "lm_head.weight": 11.674922943115234, "lm_head.bias": 0.02132248692214489}, "total_model_change": 21759.135581998737}, {"category": "accent", "category_class": "dutch", "speaker_id": 1260, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.17485411465168, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.2865726947784424, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.10277450084686279, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.110794797539711, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 174.38009643554688, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 175.66012573242188, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 172.99737548828125, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 171.39747619628906, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 114.6346435546875, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 112.89967346191406, "wav2vec2.feature_projection.layer_norm.weight": 0.11117807030677795, "wav2vec2.feature_projection.layer_norm.bias": 0.11136311292648315, "wav2vec2.feature_projection.projection.weight": 85.31434631347656, "wav2vec2.feature_projection.projection.bias": 0.16797897219657898, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.17488501965999603, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.02874566614627838, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1005.8106079101562, "wav2vec2.encoder.layer_norm.weight": 0.17331291735172272, "wav2vec2.encoder.layer_norm.bias": 0.1691746711730957, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 128.7392120361328, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0002097171382047236, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 127.22224426269531, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.16058696806430817, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 128.094970703125, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.16959020495414734, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 127.96455383300781, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.16621214151382446, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.16285362839698792, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.16955474019050598, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 512.364990234375, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.6621774435043335, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 513.4813232421875, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.16763903200626373, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.1691109985113144, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.17278829216957092, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 128.83485412597656, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00036220101173967123, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 127.97367858886719, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.16168957948684692, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 128.6139678955078, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.16239437460899353, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 128.96170043945312, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.16937756538391113, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.16872575879096985, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.16622954607009888, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 506.81591796875, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.6474053859710693, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 514.4173583984375, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.1703941971063614, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.1690310537815094, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.17179977893829346, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 129.28475952148438, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0002760800998657942, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 128.42176818847656, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.16835124790668488, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 129.01760864257812, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.16415569186210632, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 130.54205322265625, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.1769976168870926, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.1734217256307602, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.18306365609169006, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 513.4249267578125, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.6668259501457214, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 522.1759033203125, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.17435449361801147, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.17034515738487244, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.1748208850622177, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 129.77578735351562, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0004655638476833701, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 129.39566040039062, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.17611368000507355, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 128.744140625, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.16092067956924438, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 128.66757202148438, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.16459378600120544, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.16681021451950073, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.15558479726314545, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 516.749755859375, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.679749608039856, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 519.2554931640625, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.17343264818191528, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.1697721779346466, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.1718040108680725, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 128.96914672851562, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0007197370287030935, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 131.16793823242188, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.17676177620887756, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 128.78733825683594, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.1666281521320343, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 129.80303955078125, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.1685979664325714, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.16743053495883942, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.16159379482269287, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 509.25701904296875, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.6568591594696045, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 505.6053466796875, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.15676376223564148, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.1677536964416504, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.15519979596138, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 129.075927734375, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00048125904868356884, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 128.19227600097656, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.1701260507106781, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 128.59933471679688, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.17471684515476227, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 128.86883544921875, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.17218738794326782, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.1752103865146637, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.17180508375167847, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 509.2607116699219, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.6532114744186401, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 509.09039306640625, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.1661394238471985, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.17500297725200653, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.16479724645614624, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 129.10821533203125, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0004891785210929811, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 129.62176513671875, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.17558196187019348, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 128.6809539794922, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.16343729197978973, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 129.260498046875, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.1699800044298172, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.1675981730222702, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.16918691992759705, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 508.13372802734375, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.6703093647956848, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 506.1509094238281, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.17537805438041687, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.16810211539268494, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.1767905056476593, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 131.72535705566406, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0006346857990138233, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 131.92054748535156, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.1780783087015152, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 130.8094482421875, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.18787342309951782, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 130.62713623046875, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.17473724484443665, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.17714029550552368, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.17039170861244202, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 514.0921020507812, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.6872661113739014, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 520.0540771484375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.188200443983078, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.1801222264766693, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.1835954189300537, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 131.21987915039062, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0007107971468940377, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 132.05331420898438, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.17017334699630737, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 130.38064575195312, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.17479005455970764, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 130.8014373779297, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.17195911705493927, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.1627616435289383, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.173810213804245, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 516.2262573242188, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.6754017472267151, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 530.0379638671875, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.18632064759731293, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.17787665128707886, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.18960115313529968, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 129.40684509277344, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0007778536528348923, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 131.03553771972656, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.1817913055419922, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 129.29248046875, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.17438918352127075, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 130.10267639160156, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.18017326295375824, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.17334498465061188, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.17699535191059113, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 527.8524169921875, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.7143311500549316, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 555.4619140625, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.2113775908946991, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.1665021777153015, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.21339553594589233, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 133.34703063964844, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0016383081674575806, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 140.37399291992188, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.19558103382587433, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 130.42369079589844, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.17090824246406555, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 136.3736572265625, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.19143787026405334, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.17778991162776947, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.2035825550556183, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 555.9501953125, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.7728826999664307, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 590.1444702148438, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.25523465871810913, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.19319933652877808, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.27898162603378296, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 128.5775146484375, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.009582793340086937, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 178.54638671875, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.2809930741786957, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 131.19741821289062, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.18369483947753906, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 164.02127075195312, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.2776009738445282, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.22989913821220398, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.2809891402721405, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 651.45751953125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.0500342845916748, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1038.1728515625, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.369189590215683, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.32972395420074463, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.3821992576122284, "lm_head.weight": 13.292861938476562, "lm_head.bias": 0.024522192776203156}, "total_model_change": 21543.62147608309}, {"category": "accent", "category_class": "dutch", "speaker_id": 1261, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.19415566325187683, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.5861589908599854, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.11889365315437317, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.12178760766983032, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 196.12246704101562, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 195.33360290527344, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 191.83566284179688, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 188.3827667236328, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 123.37976837158203, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 122.19723510742188, "wav2vec2.feature_projection.layer_norm.weight": 0.12156513333320618, "wav2vec2.feature_projection.layer_norm.bias": 0.11714103817939758, "wav2vec2.feature_projection.projection.weight": 94.93989562988281, "wav2vec2.feature_projection.projection.bias": 0.17620207369327545, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.18661358952522278, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03002335876226425, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1101.4537353515625, "wav2vec2.encoder.layer_norm.weight": 0.1934109479188919, "wav2vec2.encoder.layer_norm.bias": 0.18656381964683533, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 142.06686401367188, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0004302205052226782, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 141.26486206054688, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.17848317325115204, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 142.5795440673828, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.1863018125295639, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 142.69781494140625, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.18538224697113037, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.18571336567401886, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.18673783540725708, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 571.9249267578125, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.7361489534378052, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 570.372802734375, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.1871947944164276, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.18708691000938416, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.19033855199813843, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 143.23037719726562, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0003675031184684485, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 141.32528686523438, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.17546240985393524, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 143.1621551513672, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.18095538020133972, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 143.26437377929688, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.186720609664917, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.19103197753429413, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.1871621310710907, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 559.783447265625, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.7166725397109985, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 558.1820068359375, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.18192999064922333, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.18420898914337158, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.1863863170146942, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 143.66664123535156, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0002814497274812311, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 143.39846801757812, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.18793758749961853, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 143.63259887695312, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.1846224069595337, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 144.7359619140625, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.19435594975948334, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.1917416900396347, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.19424870610237122, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 568.438720703125, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.7385892868041992, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 564.1820068359375, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.1813085526227951, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.18930789828300476, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.185598224401474, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 143.6660919189453, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0004883211222477257, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 143.42721557617188, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.191096693277359, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 143.74684143066406, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.1770136058330536, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 142.94354248046875, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.18175789713859558, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.1891622692346573, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.17154422402381897, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 574.0538330078125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.7548394203186035, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 576.68212890625, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.1913451999425888, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.18994715809822083, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.1893794685602188, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 144.24432373046875, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0007281398866325617, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 146.634765625, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.1925312578678131, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 144.24986267089844, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.1888207644224167, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 145.7806396484375, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.1909623146057129, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.18919241428375244, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.18597236275672913, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 574.07373046875, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.7476283311843872, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 572.774658203125, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.18133080005645752, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.1905226856470108, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.18257737159729004, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 144.2542724609375, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00048517482355237007, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 144.1913604736328, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.190504789352417, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 144.20416259765625, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.19477121531963348, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 144.4995574951172, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.1887420415878296, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.19726330041885376, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.19036179780960083, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 566.8753662109375, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.7309236526489258, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 561.447509765625, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.1793072521686554, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.19558243453502655, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.17837831377983093, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 144.2967529296875, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0004949567373842001, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 143.9794158935547, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.188368022441864, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 144.12301635742188, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.1842494159936905, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 143.99417114257812, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.1820800006389618, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.1891554743051529, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.18376868963241577, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 560.916259765625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.7327085733413696, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 557.5621337890625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.18854957818984985, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.18607470393180847, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.18738286197185516, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 146.3609161376953, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0006439362186938524, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 146.49317932128906, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.19183850288391113, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 145.51351928710938, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.20361067354679108, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 144.9204864501953, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.18970887362957, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.19431623816490173, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.18654946982860565, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 566.1156616210938, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.7510826587677002, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 562.5009765625, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.19736775755882263, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.19910457730293274, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.1951875388622284, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 146.8033905029297, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0007139270892366767, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 146.8004913330078, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1879638433456421, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 145.85403442382812, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.19399751722812653, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 146.552490234375, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.19451108574867249, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.18852855265140533, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.19696646928787231, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 576.4915771484375, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.7561211585998535, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 588.7666015625, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.20108357071876526, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.19524309039115906, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.20979927480220795, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 144.8767547607422, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0008147376938723028, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 147.90185546875, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.2067786455154419, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 144.56674194335938, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.19764095544815063, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 148.32949829101562, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.20895695686340332, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.19669091701507568, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.2095797061920166, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 595.194580078125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.812800943851471, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 649.1329956054688, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.25233304500579834, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.19907985627651215, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.2539827227592468, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 151.85406494140625, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0016354173421859741, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 161.7415771484375, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.2353726327419281, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 147.28884887695312, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.19728811085224152, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 156.45962524414062, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.22617603838443756, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.20775622129440308, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.2443590760231018, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 626.2447509765625, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.8798562288284302, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 670.482421875, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.29311802983283997, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.22678041458129883, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.3197733163833618, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 145.1577606201172, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.009642248041927814, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 204.3682098388672, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.3253083825111389, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 149.26461791992188, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.21027201414108276, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 184.6232147216797, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.3199523687362671, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.2678612470626831, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.3216089606285095, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 738.133544921875, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.2288691997528076, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1221.2271728515625, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.4355577230453491, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.38264524936676025, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.44956982135772705, "lm_head.weight": 14.96587085723877, "lm_head.bias": 0.02732144482433796}, "total_model_change": 24071.797974938934}, {"category": "accent", "category_class": "dutch", "speaker_id": 1262, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.18763846158981323, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.3639576435089111, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.11221593618392944, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.11199451982975006, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 189.33326721191406, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 194.9849853515625, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 193.22085571289062, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 188.6708526611328, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 122.97224426269531, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 122.09245300292969, "wav2vec2.feature_projection.layer_norm.weight": 0.11938077211380005, "wav2vec2.feature_projection.layer_norm.bias": 0.1203596442937851, "wav2vec2.feature_projection.projection.weight": 95.04209899902344, "wav2vec2.feature_projection.projection.bias": 0.17838788032531738, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.1894446313381195, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03366265445947647, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1120.73681640625, "wav2vec2.encoder.layer_norm.weight": 0.19623252749443054, "wav2vec2.encoder.layer_norm.bias": 0.18697190284729004, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 142.26840209960938, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.000432478089351207, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 141.97634887695312, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.17719659209251404, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 143.12852478027344, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.18207165598869324, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 142.56288146972656, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.18281301856040955, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.18824900686740875, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.18534521758556366, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 573.210205078125, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.7278631925582886, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 561.49072265625, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.1792634278535843, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.18449562788009644, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.18476739525794983, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 143.73451232910156, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0003690436715260148, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 140.06951904296875, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.17068886756896973, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 143.90447998046875, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.17867335677146912, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 143.03598022460938, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.1833568662405014, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.18469731509685516, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.18204326927661896, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 562.7131958007812, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.7156169414520264, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 564.3280029296875, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.18538394570350647, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.1850513219833374, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.18635576963424683, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 144.7170867919922, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0002827421121764928, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 143.26121520996094, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.19096344709396362, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 144.5159454345703, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.17990902066230774, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 144.0586395263672, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.19121184945106506, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.19358782470226288, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.19206684827804565, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 565.7957763671875, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.7228310108184814, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 560.2191162109375, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.17743682861328125, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.1866234689950943, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.183214008808136, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 144.1524200439453, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0004924993263557553, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 142.51547241210938, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.18752598762512207, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 144.03518676757812, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.17751401662826538, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 142.08517456054688, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.1766168475151062, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.1889224499464035, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.16598521173000336, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 571.9332885742188, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.7453397512435913, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 567.8099365234375, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.18362629413604736, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.1886008083820343, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.18079374730587006, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 145.18101501464844, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0007319331052713096, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 146.58270263671875, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.1963803768157959, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 145.020751953125, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.18900665640830994, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 145.70462036132812, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.19258587062358856, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.1886216253042221, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.18720346689224243, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 572.7347412109375, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.7423123717308044, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 567.7440185546875, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.17695847153663635, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.1895361691713333, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.1760028749704361, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 144.79287719726562, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0004991772002540529, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 143.63946533203125, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.191911518573761, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 145.1737823486328, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.202968567609787, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 144.0667724609375, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.1865699291229248, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.20138229429721832, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.186793252825737, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 564.92138671875, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.7185364365577698, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 555.4669799804688, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.1705412119626999, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.1918109506368637, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.16758650541305542, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 144.78836059570312, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0004999950178898871, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 143.54693603515625, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.18557745218276978, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 144.66299438476562, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.18486925959587097, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 143.43951416015625, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.17768393456935883, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.1945977360010147, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.17500528693199158, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 564.0802001953125, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.7296520471572876, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 555.80712890625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.18197749555110931, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.18649812042713165, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.183384507894516, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 146.57138061523438, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0006515277782455087, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 146.50454711914062, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.18931874632835388, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 145.8975067138672, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.19498801231384277, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 144.37832641601562, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.18057885766029358, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.19379830360412598, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.18152180314064026, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 571.052978515625, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.7525165677070618, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 564.4046020507812, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.19118046760559082, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.1936444342136383, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.18819090723991394, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 146.83419799804688, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0007164393900893629, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 145.49452209472656, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1757725477218628, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 146.08132934570312, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.18846163153648376, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 144.66802978515625, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.186295285820961, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.18357519805431366, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.18418624997138977, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 576.3558349609375, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.7454602122306824, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 578.089599609375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.1870395392179489, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.19345849752426147, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.19098886847496033, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 143.83030700683594, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0008053277852013707, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 144.62728881835938, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.19281810522079468, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 144.5961456298828, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.18716292083263397, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 144.45989990234375, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.1887720823287964, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.18783599138259888, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.1885664463043213, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 586.6092529296875, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.7804644107818604, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 614.5632934570312, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.22554367780685425, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.18918058276176453, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.22377945482730865, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 146.37200927734375, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0016232170164585114, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 153.9864501953125, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.21027341485023499, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 144.93124389648438, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.18654675781726837, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 150.90347290039062, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.2097722887992859, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.19959554076194763, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.2177906334400177, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 621.5087280273438, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.8686040043830872, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 653.4935302734375, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.27726781368255615, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.21558348834514618, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.30518054962158203, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 142.78567504882812, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.00976686179637909, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 195.95046997070312, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.30627304315567017, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 148.94940185546875, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.2093617022037506, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 181.30758666992188, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.30755674839019775, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.24995335936546326, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.308585524559021, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 718.960205078125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.1646490097045898, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1139.555419921875, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.404194176197052, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.3673064708709717, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.4154033362865448, "lm_head.weight": 16.611209869384766, "lm_head.bias": 0.030520211905241013}, "total_model_change": 23843.833593594347}, {"category": "accent", "category_class": "english", "speaker_id": 61, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.2026367336511612, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.4560441970825195, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.12207554280757904, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.12339003384113312, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 209.35057067871094, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 213.74896240234375, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 212.17684936523438, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 207.74285888671875, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 137.42892456054688, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 137.35519409179688, "wav2vec2.feature_projection.layer_norm.weight": 0.13455480337142944, "wav2vec2.feature_projection.layer_norm.bias": 0.13993611931800842, "wav2vec2.feature_projection.projection.weight": 104.64402770996094, "wav2vec2.feature_projection.projection.bias": 0.20202670991420746, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.202964186668396, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03407229483127594, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1212.935302734375, "wav2vec2.encoder.layer_norm.weight": 0.2169605791568756, "wav2vec2.encoder.layer_norm.bias": 0.20393837988376617, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 156.22203063964844, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0004823600174859166, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 157.2753143310547, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.2028886377811432, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 156.96197509765625, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.20794206857681274, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 158.67337036132812, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.20935951173305511, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.21270103752613068, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.21031752228736877, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 629.937744140625, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.8155149221420288, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 622.5639038085938, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.20440329611301422, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.2042728215456009, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.20874178409576416, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 157.1729736328125, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00039931118953973055, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 154.78106689453125, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.19106779992580414, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 157.47354125976562, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.1992606520652771, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 157.4603271484375, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.20074161887168884, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.20526033639907837, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.19901849329471588, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 622.2960205078125, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.7990049123764038, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 633.5601196289062, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.2119235247373581, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.20957785844802856, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.21314485371112823, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 158.18572998046875, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0002992548397742212, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 159.38372802734375, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.2167263627052307, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 158.28598022460938, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.19963404536247253, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 159.762939453125, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.21516744792461395, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.21973615884780884, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.21532663702964783, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 622.402587890625, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.8000741004943848, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 623.331298828125, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.19997741281986237, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.20738378167152405, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.20459845662117004, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 157.67495727539062, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0005298727191984653, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 157.76223754882812, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.21090051531791687, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 157.563720703125, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.1966283768415451, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 156.9997100830078, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.19696828722953796, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.21009552478790283, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.18795572221279144, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 628.2970581054688, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.8227983713150024, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 631.4207763671875, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.20735079050064087, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.20755061507225037, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.20177996158599854, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 158.1688995361328, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.000760546769015491, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 161.0401611328125, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.21715638041496277, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 158.39559936523438, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.20613250136375427, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 160.37448120117188, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.21576081216335297, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.2089916467666626, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.2111685872077942, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 631.7437744140625, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.8244646787643433, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 632.4175415039062, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.20432187616825104, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.2125149667263031, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.20360621809959412, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 158.6825714111328, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0005132266087457538, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 158.7325439453125, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.21750180423259735, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 158.8109893798828, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.22123421728610992, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 159.22125244140625, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.2113441675901413, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.2179274559020996, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.21375834941864014, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 624.416748046875, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.8030914068222046, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 617.7711181640625, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.1959109604358673, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.20838730037212372, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.1917705088853836, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 159.23291015625, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0005081495037302375, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 159.0796356201172, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.21116212010383606, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 158.84947204589844, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.2064683586359024, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 158.38067626953125, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.20221611857414246, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.2067396342754364, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.199294775724411, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 615.6025390625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.7980172038078308, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 610.886474609375, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.2039456069469452, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.2038690745830536, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.19937722384929657, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 159.80926513671875, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.000677658012136817, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 160.96571350097656, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.20689183473587036, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 159.53466796875, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.21250881254673004, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 159.35464477539062, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.2050797939300537, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.21077501773834229, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.2066805362701416, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 625.156494140625, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.8290314674377441, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 614.242431640625, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.21135729551315308, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.21418321132659912, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.21018052101135254, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 160.50906372070312, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0007643920253030956, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 159.90655517578125, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1997450590133667, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 159.7967987060547, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.20830194652080536, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 159.07867431640625, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.20466086268424988, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.20592892169952393, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.2027679979801178, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 632.1029052734375, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.8231601715087891, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 641.0965576171875, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.21817243099212646, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.21501606702804565, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.22617442905902863, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 158.6067657470703, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0008814451284706593, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 162.21502685546875, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.22336290776729584, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 158.92596435546875, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.21176797151565552, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 161.13148498535156, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.21875785291194916, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.20852231979370117, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.22034761309623718, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 646.7703857421875, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.8666584491729736, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 684.3717041015625, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.25241413712501526, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.2150667905807495, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.2527701258659363, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 163.62435913085938, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0017198063433170319, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 173.99827575683594, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.24465081095695496, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 159.906982421875, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.21385613083839417, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 168.98941040039062, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.23453551530838013, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.22410598397254944, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.2413448989391327, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 684.7113037109375, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.9690571427345276, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 726.711669921875, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.313612699508667, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.2402694672346115, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.3489707112312317, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 154.87136840820312, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.010126501321792603, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 219.74574279785156, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.35063275694847107, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 159.57113647460938, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.22570182383060455, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 200.8518524169922, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.34870898723602295, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.288690984249115, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.35056233406066895, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 805.947998046875, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.3437508344650269, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1319.73291015625, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.4683361351490021, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.41943734884262085, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.4839748442173004, "lm_head.weight": 18.317611694335938, "lm_head.bias": 0.03332061693072319}, "total_model_change": 26368.51691062306}, {"category": "accent", "category_class": "english", "speaker_id": 62, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.2042173445224762, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.4205446243286133, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.12202829122543335, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.12179499864578247, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 207.59384155273438, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 214.72747802734375, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 213.92239379882812, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 208.45164489746094, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 136.8402099609375, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 135.32261657714844, "wav2vec2.feature_projection.layer_norm.weight": 0.135385662317276, "wav2vec2.feature_projection.layer_norm.bias": 0.13135111331939697, "wav2vec2.feature_projection.projection.weight": 104.61056518554688, "wav2vec2.feature_projection.projection.bias": 0.1973087191581726, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.19906742870807648, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03265606611967087, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1235.376220703125, "wav2vec2.encoder.layer_norm.weight": 0.21900343894958496, "wav2vec2.encoder.layer_norm.bias": 0.2017744481563568, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 157.49102783203125, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0004897310282103717, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 158.68255615234375, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.20069868862628937, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 158.06619262695312, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.20520970225334167, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 159.95921325683594, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.2105923444032669, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.210562065243721, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.21433772146701813, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 633.860595703125, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.8220281600952148, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 622.234375, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.20026525855064392, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.20394453406333923, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.2023862600326538, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 158.41357421875, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0004289974458515644, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 154.52294921875, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.18748579919338226, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 158.60488891601562, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.19510753452777863, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 157.3704833984375, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.19436311721801758, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.20608344674110413, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.19608432054519653, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 623.1375732421875, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.7893173098564148, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 624.9903564453125, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.20377510786056519, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.20719867944717407, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.20515650510787964, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 158.8740234375, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00031041144393384457, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 159.34307861328125, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.2165607511997223, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 159.26136779785156, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.19918853044509888, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 160.17007446289062, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.21558834612369537, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.2231859266757965, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.2150663286447525, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 624.8871459960938, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.7959798574447632, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 625.5892333984375, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.19922082126140594, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.20682832598686218, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.20600953698158264, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 158.63076782226562, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0005390707519836724, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 156.94143676757812, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.2071213275194168, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 158.79293823242188, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.19566991925239563, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 156.611083984375, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.19184863567352295, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.20873743295669556, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.17999345064163208, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 628.1151733398438, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.8154892921447754, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 624.867919921875, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.20299339294433594, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.20300577580928802, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.19680199027061462, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 158.35214233398438, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.000778389978222549, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 160.24618530273438, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.21058061718940735, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 158.98194885253906, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.19756922125816345, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 159.63339233398438, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.20762233436107635, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.2090243101119995, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.20198675990104675, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 630.1547241210938, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.8207361102104187, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 625.54638671875, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.19296833872795105, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.2063390016555786, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.1964176446199417, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 159.60736083984375, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0005449975142255425, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 158.46359252929688, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.2159254550933838, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 159.80560302734375, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.22408559918403625, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 159.20767211914062, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.20976725220680237, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.21598000824451447, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.21339890360832214, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 631.4818725585938, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.8162318468093872, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 618.7329711914062, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.1937452256679535, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.20860902965068817, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.1905825436115265, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 160.0207061767578, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0005425062263384461, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 159.571533203125, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.21397992968559265, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 159.7952117919922, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.2237933874130249, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 158.94882202148438, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.20524150133132935, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.20441953837871552, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.20112526416778564, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 620.7050170898438, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.8015664219856262, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 619.5782470703125, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.20679524540901184, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.20649372041225433, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.20158454775810242, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 160.4118194580078, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0007086295518092811, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 160.92837524414062, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.2015131711959839, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 160.2465362548828, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.20911699533462524, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 160.0986328125, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.2085801064968109, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.20900306105613708, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.21531733870506287, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 634.51171875, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.8466339707374573, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 626.1482543945312, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.21579024195671082, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.21679770946502686, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.2210012972354889, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 162.193603515625, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0007738572894595563, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 160.94607543945312, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.20102359354496002, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 161.482421875, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.22024895250797272, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 159.91973876953125, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.20330223441123962, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.20974324643611908, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.20340199768543243, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 641.5889282226562, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.8461446166038513, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 661.0386962890625, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.23186780512332916, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.2188560962677002, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.24058085680007935, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 160.13351440429688, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0008982254657894373, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 165.88609313964844, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.2373756766319275, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 160.08001708984375, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.2141990214586258, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 164.14111328125, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.2311859428882599, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.2057713270187378, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.23377642035484314, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 656.1445922851562, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.8820289373397827, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 721.919921875, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.279102087020874, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.22577837109565735, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.2825857996940613, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 166.96307373046875, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0017611309885978699, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 180.09323120117188, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.26827746629714966, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 160.93930053710938, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.22561973333358765, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 171.18673706054688, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.24602138996124268, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.2237931191921234, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.25498640537261963, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 691.971435546875, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.9896863698959351, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 731.0157470703125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.31349653005599976, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.24495625495910645, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.352973073720932, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 156.8449249267578, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.010972266085445881, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 222.15057373046875, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.3511531352996826, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 165.56085205078125, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.23331010341644287, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 202.6605224609375, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.34715330600738525, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.2865455150604248, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.34838151931762695, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 801.3018798828125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.3082832098007202, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1272.133544921875, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.4483393430709839, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.41785234212875366, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.4666072726249695, "lm_head.weight": 20.09294891357422, "lm_head.bias": 0.036520302295684814}, "total_model_change": 26511.240234476747}, {"category": "accent", "category_class": "english", "speaker_id": 63, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.2199452519416809, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.421339511871338, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.13446374237537384, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.13738906383514404, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 223.62139892578125, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 233.56832885742188, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 232.13037109375, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 225.46572875976562, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 149.7296142578125, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 148.20834350585938, "wav2vec2.feature_projection.layer_norm.weight": 0.14515924453735352, "wav2vec2.feature_projection.layer_norm.bias": 0.14194144308567047, "wav2vec2.feature_projection.projection.weight": 113.48941802978516, "wav2vec2.feature_projection.projection.bias": 0.21805809438228607, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.22148682177066803, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03778153657913208, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1316.19970703125, "wav2vec2.encoder.layer_norm.weight": 0.23036372661590576, "wav2vec2.encoder.layer_norm.bias": 0.2243296504020691, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 170.200439453125, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0004956439952366054, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 172.35763549804688, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.22066962718963623, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 170.62660217285156, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.2250998318195343, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 173.61219787597656, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.23076361417770386, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.22988301515579224, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.2319076955318451, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 684.1422119140625, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.8877658843994141, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 670.0772094726562, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.21735349297523499, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.22166286408901215, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.21774335205554962, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 170.910888671875, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0004314773832447827, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 167.265869140625, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.20065276324748993, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 171.30242919921875, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.2118111401796341, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 169.91464233398438, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.20894581079483032, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.22004200518131256, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.20900535583496094, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 672.3064575195312, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.8626923561096191, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 666.8292846679688, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.2187010943889618, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.221359521150589, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.21995526552200317, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 171.30918884277344, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00031151314033195376, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 172.1028289794922, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.2329433560371399, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 171.33065795898438, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.21356657147407532, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 172.5144500732422, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.22914853692054749, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.23932898044586182, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.22711186110973358, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 671.6219482421875, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.8585437536239624, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 666.5653076171875, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.21169626712799072, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.22270776331424713, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.21839210391044617, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 171.15518188476562, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0005381547962315381, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 169.7078399658203, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.22373777627944946, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 171.08924865722656, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.21378320455551147, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 170.02255249023438, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.21097952127456665, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.22785663604736328, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.20296603441238403, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 682.395751953125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.8966678977012634, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 687.0667724609375, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.23031112551689148, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.2267894744873047, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.22237291932106018, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 171.374755859375, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0007831272669136524, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 174.1404571533203, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.23073062300682068, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 172.03277587890625, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.22094100713729858, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 173.0435791015625, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.22715789079666138, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.227987140417099, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.22176489233970642, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 683.3142700195312, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.8915551900863647, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 679.6682739257812, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.21631573140621185, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.2240765541791916, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.21740290522575378, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 172.31686401367188, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0005413048202171922, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 172.4475555419922, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.23389099538326263, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 172.38417053222656, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.24349477887153625, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 173.14776611328125, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.23294012248516083, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.22731100022792816, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.2337605506181717, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 684.1316528320312, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.8988099098205566, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 676.677734375, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.21732079982757568, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.22833608090877533, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.21677543222904205, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 172.75137329101562, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.000548301381058991, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 173.18421936035156, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.23356130719184875, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 172.49330139160156, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.24211828410625458, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 172.95518493652344, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.2306259721517563, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.2297746241092682, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.23068693280220032, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 668.6676025390625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.8702260255813599, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 673.7371826171875, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.2323477566242218, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.22784827649593353, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.2301625907421112, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 172.95587158203125, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0007130843587219715, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 174.9752655029297, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.22843849658966064, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 172.9602813720703, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.23188023269176483, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 174.32907104492188, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.23826999962329865, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.23263970017433167, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.24229061603546143, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 684.9151611328125, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.9242096543312073, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 687.256103515625, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.2501269578933716, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.24297834932804108, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.25538599491119385, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 174.59031677246094, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0007763148751109838, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 176.5000762939453, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.23496177792549133, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 174.65907287597656, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.2408093363046646, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 175.03909301757812, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.23462022840976715, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.23251470923423767, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.23079249262809753, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 699.3209228515625, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.9372828006744385, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 737.8040771484375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.27453696727752686, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.23884069919586182, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.2803635895252228, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 174.6626434326172, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0008854324114508927, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 184.72386169433594, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.27754664421081543, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 173.3497772216797, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.24270784854888916, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 182.65350341796875, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.26693111658096313, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.2316882610321045, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.2719299793243408, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 719.989501953125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.9946068525314331, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 827.309326171875, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.324870228767395, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.2559562921524048, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.330371618270874, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 183.53790283203125, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0017591491341590881, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 201.5930633544922, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.31185755133628845, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 175.32620239257812, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.25973260402679443, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 189.67677307128906, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.2841506004333496, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.24616074562072754, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.2943587899208069, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 749.143310546875, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 1.0735231637954712, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 799.5634765625, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.34817901253700256, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.2640669643878937, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.39096206426620483, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 170.56967163085938, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.011032121255993843, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 245.25218200683594, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.3918492794036865, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 173.55088806152344, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.2417796403169632, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 221.72677612304688, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.3828517198562622, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.3226649761199951, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.3845491111278534, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 873.0819091796875, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.4582152366638184, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1434.91943359375, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.5082793831825256, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.4623718857765198, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.5295772552490234, "lm_head.weight": 21.600778579711914, "lm_head.bias": 0.039118796586990356}, "total_model_change": 28863.84123771201}, {"category": "accent", "category_class": "english", "speaker_id": 64, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.22620007395744324, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.315479040145874, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.13366392254829407, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.14102113246917725, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 222.4063720703125, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 233.36074829101562, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 231.6045684814453, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 225.29525756835938, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 150.99732971191406, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 150.76531982421875, "wav2vec2.feature_projection.layer_norm.weight": 0.14559444785118103, "wav2vec2.feature_projection.layer_norm.bias": 0.1525857299566269, "wav2vec2.feature_projection.projection.weight": 114.217529296875, "wav2vec2.feature_projection.projection.bias": 0.22156012058258057, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.228834867477417, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.037836670875549316, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1341.10986328125, "wav2vec2.encoder.layer_norm.weight": 0.22911153733730316, "wav2vec2.encoder.layer_norm.bias": 0.23015105724334717, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 172.1786346435547, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0005010956665500998, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 173.31472778320312, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.22352585196495056, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 172.13558959960938, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.22676685452461243, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 175.92745971679688, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.23499085009098053, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.2301831990480423, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.24032288789749146, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 689.0110473632812, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.8942443132400513, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 678.3296508789062, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.22129078209400177, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.22253763675689697, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.22239388525485992, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 172.62294006347656, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0004377547011245042, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 168.8017578125, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.20607918500900269, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 172.5786895751953, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.21507996320724487, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 171.03118896484375, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.21017757058143616, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.2212851345539093, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.20869557559490204, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 674.1002807617188, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.8556898832321167, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 669.0240478515625, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.21916723251342773, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.2197989970445633, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.2202586531639099, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 172.70513916015625, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.000315950921503827, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 173.88961791992188, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.242159903049469, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 172.81427001953125, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.22055937349796295, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 173.35546875, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.23238122463226318, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.238390251994133, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.2289198338985443, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 677.759521484375, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.8713496327400208, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 680.0916748046875, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.2170325368642807, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.22391554713249207, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.22601202130317688, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 171.86279296875, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.000542188179679215, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 170.48306274414062, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.22809143364429474, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 172.0217742919922, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.21159003674983978, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 170.1034393310547, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.21080714464187622, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.22709885239601135, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.20137746632099152, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 686.3411865234375, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.9006383419036865, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 687.78125, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.23312625288963318, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.22521759569644928, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.2265862375497818, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 172.19375610351562, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0007876007002778351, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 173.88803100585938, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.22837510704994202, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 172.3495635986328, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.21713441610336304, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 172.7962188720703, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.2200762927532196, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.22723272442817688, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.2148095667362213, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 683.0658569335938, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.8814110159873962, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 671.76171875, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.20674709975719452, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.22330304980278015, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.21002130210399628, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 172.85362243652344, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0005433133337646723, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 172.17355346679688, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.22712847590446472, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 172.97354125976562, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.2438662201166153, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 172.733642578125, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.22675949335098267, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.2251327931880951, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.23060284554958344, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 684.08740234375, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.8926981091499329, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 675.7879638671875, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.21135835349559784, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.2297925502061844, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.2093832939863205, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 172.56640625, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0005513732903636992, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 172.15167236328125, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.23036718368530273, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 172.784423828125, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.23671391606330872, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 172.77923583984375, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.22649915516376495, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.22960934042930603, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.23034605383872986, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 672.95751953125, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.8732315897941589, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 675.8055419921875, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.22940996289253235, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.22428523004055023, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.22896744310855865, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 173.16055297851562, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0007126198033802211, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 174.70774841308594, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.21927185356616974, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 173.13116455078125, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.2238132357597351, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 173.6282501220703, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.23341010510921478, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.22904331982135773, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.234916090965271, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 690.90771484375, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.93141770362854, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 685.115966796875, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.23717127740383148, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.24558061361312866, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.24378687143325806, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 173.91268920898438, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0007738802814856172, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 174.4956512451172, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.22177256643772125, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 174.1783905029297, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.2300059199333191, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 173.69923400878906, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.22486303746700287, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.23215654492378235, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.22022032737731934, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 700.056884765625, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.9295035600662231, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 722.2672119140625, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.25779038667678833, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.22927027940750122, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.2587876319885254, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 173.7304229736328, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0008810755098238587, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 179.96926879882812, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.2567724287509918, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 174.06732177734375, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.23225057125091553, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 178.46873474121094, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.2501845061779022, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.22173695266246796, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.2531920075416565, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 718.0367431640625, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.9818776845932007, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 799.1167602539062, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.30612897872924805, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.24937327206134796, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.30820125341415405, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 181.842529296875, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0017612278461456299, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 196.43832397460938, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.297491192817688, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 175.16339111328125, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.2547321319580078, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 186.32199096679688, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.27002406120300293, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.2424089014530182, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.28238821029663086, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 747.3558349609375, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 1.0601900815963745, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 788.7713012695312, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.3333117365837097, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.26172953844070435, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.3711840808391571, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 172.31088256835938, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.011357244104146957, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 237.77572631835938, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.3753321170806885, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 180.8354034423828, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.25296157598495483, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 218.125244140625, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.3669203519821167, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.3095400631427765, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.3675706684589386, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 841.6246948242188, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.3517584800720215, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1302.0096435546875, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.45866066217422485, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.4322577118873596, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.4748131334781647, "lm_head.weight": 22.78046989440918, "lm_head.bias": 0.04130210727453232}, "total_model_change": 28705.97930438287}, {"category": "accent", "category_class": "english", "speaker_id": 65, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.23796135187149048, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.3615745306015015, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.13289375603199005, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.15061333775520325, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 235.82489013671875, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 246.47601318359375, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 246.28421020507812, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 238.92001342773438, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 157.76181030273438, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 156.35830688476562, "wav2vec2.feature_projection.layer_norm.weight": 0.151372492313385, "wav2vec2.feature_projection.layer_norm.bias": 0.14916765689849854, "wav2vec2.feature_projection.projection.weight": 121.5530014038086, "wav2vec2.feature_projection.projection.bias": 0.22678422927856445, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.2354748547077179, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.04216872155666351, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1401.17333984375, "wav2vec2.encoder.layer_norm.weight": 0.2447841614484787, "wav2vec2.encoder.layer_norm.bias": 0.23374125361442566, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 182.8885955810547, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0005017700023017824, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 182.90821838378906, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.229479119181633, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 183.00070190429688, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.2389632761478424, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 185.41180419921875, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.2417767196893692, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.244357168674469, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.24271097779273987, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 730.0404663085938, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.9346544146537781, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 704.962890625, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.22443965077400208, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.23769624531269073, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.22395002841949463, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 182.86541748046875, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00044037512270733714, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 178.7918701171875, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.20804144442081451, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 183.24485778808594, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.22729279100894928, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 181.63479614257812, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.22071602940559387, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.23583829402923584, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.21779927611351013, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 713.2063598632812, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.9039260149002075, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 702.5275268554688, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.2292962223291397, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.23861660063266754, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.23314599692821503, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 183.46112060546875, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0003213179879821837, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 183.87234497070312, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.2505393326282501, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 183.76629638671875, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.23597772419452667, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 183.35922241210938, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.241359680891037, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.2486577033996582, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.2395637333393097, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 718.1942138671875, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.9237649440765381, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 699.407958984375, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.2183324694633484, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.23447367548942566, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.22559186816215515, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 182.54949951171875, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0005473220371641219, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 179.88827514648438, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.23313525319099426, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 182.98126220703125, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.22549831867218018, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 179.90138244628906, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.21917161345481873, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.23804184794425964, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.21194133162498474, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 726.8624267578125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.9474600553512573, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 714.2115478515625, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.23703362047672272, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.23977871239185333, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.2313695251941681, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 183.3350372314453, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0008036812068894506, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 183.88670349121094, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.23772741854190826, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 183.46163940429688, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.23068824410438538, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 183.02694702148438, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.2268005609512329, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.23518069088459015, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.22458113729953766, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 726.006591796875, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.9354254007339478, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 709.0753784179688, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.21930235624313354, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.2398873269557953, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.22620055079460144, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 184.05230712890625, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0005557091790251434, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 183.14505004882812, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.23790141940116882, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 184.391357421875, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.25497132539749146, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 183.95306396484375, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.23811635375022888, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.2395697832107544, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.24212650954723358, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 727.6671752929688, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.9507489204406738, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 715.532958984375, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.22910940647125244, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.2427346259355545, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.22558686137199402, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 183.57667541503906, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0005689384415745735, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 183.7166748046875, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.24415120482444763, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 183.93283081054688, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.2522054612636566, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 184.45945739746094, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.2371859848499298, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.2467781901359558, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.23990127444267273, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 712.9091186523438, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.927574634552002, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 713.6480102539062, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.24034610390663147, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.24043725430965424, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.24115923047065735, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 184.05889892578125, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0007215309888124466, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 186.47531127929688, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.23621025681495667, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 184.1747589111328, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.24243785440921783, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 185.30184936523438, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.24834388494491577, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.24500373005867004, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.25006601214408875, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 732.3425903320312, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.9842057228088379, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 724.8909912109375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.24933740496635437, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.2609674036502838, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.25918281078338623, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 184.4513397216797, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0007765076588839293, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 186.41355895996094, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.23813320696353912, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 185.3087615966797, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.2407597303390503, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 185.56495666503906, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.2392253577709198, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.2532917857170105, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.23997513949871063, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 744.6510009765625, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.9895541667938232, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 766.8348388671875, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.2767390012741089, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.2522239685058594, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.2761644423007965, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 184.83074951171875, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0009302565595135093, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 191.79319763183594, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.2715458273887634, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 185.03955078125, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.24778488278388977, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 190.52268981933594, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.2681226134300232, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.2420804500579834, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.27212047576904297, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 762.453857421875, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 1.0387438535690308, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 854.4949951171875, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.32963088154792786, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.26646196842193604, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.3285735249519348, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 194.55645751953125, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0019282177090644836, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 210.85719299316406, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.3180684447288513, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 186.9171905517578, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.2693231403827667, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 199.40847778320312, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.2889581620693207, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.26229166984558105, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.30135488510131836, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 793.8701171875, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 1.1283869743347168, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 846.753173828125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.3560047745704651, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.280450701713562, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.39536571502685547, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 181.39077758789062, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.012381193228065968, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 251.22439575195312, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.39821285009384155, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 183.1837158203125, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.25672680139541626, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 230.87452697753906, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.38905441761016846, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.33044010400772095, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.38883745670318604, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 897.9188842773438, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.4780800342559814, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1458.732177734375, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.5158236026763916, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.4723554253578186, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.5369666814804077, "lm_head.weight": 24.20375633239746, "lm_head.bias": 0.04389970749616623}, "total_model_change": 30464.047651747416}, {"category": "accent", "category_class": "english", "speaker_id": 66, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.24359652400016785, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.3701603412628174, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.13828817009925842, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.15142236649990082, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 238.4910888671875, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 247.574951171875, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 248.0104217529297, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 239.65396118164062, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 157.218505859375, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 154.66741943359375, "wav2vec2.feature_projection.layer_norm.weight": 0.15099209547042847, "wav2vec2.feature_projection.layer_norm.bias": 0.14318126440048218, "wav2vec2.feature_projection.projection.weight": 121.67565155029297, "wav2vec2.feature_projection.projection.bias": 0.22528253495693207, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.23638507723808289, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03919610381126404, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1421.6802978515625, "wav2vec2.encoder.layer_norm.weight": 0.2448432892560959, "wav2vec2.encoder.layer_norm.bias": 0.23657944798469543, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 183.96774291992188, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0005078497342765331, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 182.76116943359375, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.2239619493484497, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 183.78224182128906, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.2346864640712738, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 185.98788452148438, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.2446046769618988, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.24716851115226746, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.24433062970638275, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 735.021484375, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.9565073847770691, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 711.5852661132812, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.22657889127731323, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.2357294261455536, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.22719411551952362, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 184.27511596679688, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0004431948473211378, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 179.07571411132812, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.20585599541664124, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 184.55831909179688, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.2251255065202713, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 181.37216186523438, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.213844895362854, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.2376822829246521, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.21283316612243652, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 716.2202758789062, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.9006603956222534, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 699.9937133789062, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.2265867441892624, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.23259007930755615, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.23156382143497467, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 184.37510681152344, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0003222715458832681, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 183.41436767578125, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.25014522671699524, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 184.57473754882812, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.22957980632781982, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 183.19711303710938, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.23856845498085022, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.25018003582954407, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.2368861585855484, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 722.4258422851562, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.9278043508529663, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 711.3123779296875, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.22319629788398743, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.23556309938430786, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.23088690638542175, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 183.47244262695312, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0005414172192104161, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 181.39251708984375, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.23996923863887787, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 184.2520751953125, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.22818005084991455, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 180.60888671875, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.2208174765110016, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.23811987042427063, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.2129938304424286, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 727.8245849609375, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.9346326589584351, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 716.0498657226562, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.23515534400939941, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.23920217156410217, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.23120291531085968, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 183.6933135986328, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0008033985504880548, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 184.3415069580078, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.23736000061035156, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 184.3216552734375, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.22281549870967865, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 183.76190185546875, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.22719471156597137, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.23301604390144348, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.22539174556732178, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 730.1265258789062, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.9320300221443176, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 717.997802734375, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.22185832262039185, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.24689972400665283, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.23501572012901306, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 185.1763916015625, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0005570720531977713, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 184.6807861328125, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.24413910508155823, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 185.39602661132812, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.25707632303237915, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 184.9034423828125, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.24235904216766357, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.2429574728012085, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.2469860464334488, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 734.3690185546875, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.9654701948165894, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 722.4705200195312, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.2322281002998352, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.243594691157341, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.22699999809265137, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 184.0812225341797, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0005745788803324103, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 183.86798095703125, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.2417684644460678, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 184.5784149169922, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.24515372514724731, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 185.02027893066406, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.23751701414585114, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.24637682735919952, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.24112197756767273, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 719.0240478515625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.932658314704895, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 718.0924072265625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.2415766566991806, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.23685775697231293, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.2404109388589859, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 184.47886657714844, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0007332006935030222, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 185.98379516601562, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.23142537474632263, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 185.4066162109375, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.2437867522239685, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 184.90638732910156, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.24483197927474976, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.2418278157711029, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.24353156983852386, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 736.464599609375, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.9817337393760681, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 730.6083984375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.2489788681268692, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.2595997452735901, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.25339990854263306, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 184.7250213623047, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0007836566073819995, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 186.9727783203125, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.24055489897727966, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 185.648193359375, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.23107501864433289, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 185.61575317382812, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.2385151982307434, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.25018107891082764, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.23621881008148193, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 746.3829345703125, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.9791809916496277, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 762.52783203125, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.2689207196235657, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.2506570518016815, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.2723970413208008, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 185.37283325195312, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0009376584785059094, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 191.164794921875, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.26676827669143677, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 186.4150390625, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.24579548835754395, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 188.4224853515625, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.25793933868408203, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.23916545510292053, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.2605881094932556, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 758.507080078125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 1.0190825462341309, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 824.6241455078125, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.30907243490219116, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.2581213116645813, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.3097802996635437, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 193.37576293945312, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0019780322909355164, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 205.21653747558594, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.2971334755420685, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 187.37779235839844, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.25945326685905457, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 196.0516357421875, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.2756257951259613, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.26231902837753296, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.2840201258659363, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 790.8275756835938, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 1.1069934368133545, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 827.4512939453125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.3350745737552643, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.27182793617248535, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.3721875548362732, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 182.81610107421875, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.012863149866461754, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 241.65069580078125, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.375492662191391, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 180.62722778320312, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.2514776289463043, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 225.45672607421875, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.36812466382980347, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.31009507179260254, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.36726829409599304, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 869.509033203125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.3730294704437256, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1325.4725341796875, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.46626853942871094, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.44523414969444275, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.4821305274963379, "lm_head.weight": 25.483875274658203, "lm_head.bias": 0.04609236866235733}, "total_model_change": 30341.832268980244}, {"category": "accent", "category_class": "english", "speaker_id": 67, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.26173484325408936, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.5301953554153442, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.15732651948928833, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.16498257219791412, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 257.0783996582031, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 261.9448547363281, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 262.78277587890625, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 254.6166229248047, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 167.94395446777344, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 165.94381713867188, "wav2vec2.feature_projection.layer_norm.weight": 0.16435477137565613, "wav2vec2.feature_projection.layer_norm.bias": 0.15515056252479553, "wav2vec2.feature_projection.projection.weight": 129.07904052734375, "wav2vec2.feature_projection.projection.bias": 0.23660458624362946, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.24956639111042023, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03813505917787552, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1486.5257568359375, "wav2vec2.encoder.layer_norm.weight": 0.25838717818260193, "wav2vec2.encoder.layer_norm.bias": 0.2485632598400116, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 195.22703552246094, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0005069355829618871, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 194.46395874023438, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.23824965953826904, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 194.1997833251953, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.2522464394569397, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 197.51461791992188, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.2595787048339844, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.26175227761268616, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.26030534505844116, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 777.7073974609375, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 1.0148415565490723, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 758.48046875, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.242832213640213, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.24764271080493927, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.24516287446022034, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 193.80015563964844, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0004540446389000863, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 190.86395263671875, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.22444236278533936, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 194.47000122070312, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.23877495527267456, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 193.22396850585938, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.23837749660015106, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.25081124901771545, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.23258689045906067, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 758.6478881835938, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.9679588079452515, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 736.7509765625, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.2411271631717682, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.24816057085990906, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.24294033646583557, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 193.731201171875, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00032367848325520754, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 193.5541229248047, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.25952625274658203, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 194.45050048828125, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.24297940731048584, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 194.26846313476562, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.25172680616378784, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.2635183334350586, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.25100478529930115, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 762.4127197265625, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.9768521785736084, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 745.50341796875, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.23387375473976135, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.2481551468372345, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.24151606857776642, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 193.27786254882812, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0005545257008634508, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 191.60894775390625, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.24633027613162994, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 194.4425048828125, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.2424618899822235, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 192.05206298828125, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.23753240704536438, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.2566659152507782, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.23034650087356567, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 770.4252319335938, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.9909524321556091, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 765.0042724609375, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.25207895040512085, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.2551644444465637, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.24716819822788239, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 194.0506591796875, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0008112569339573383, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 195.41610717773438, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.250718891620636, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 194.79190063476562, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.2424560785293579, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 194.82089233398438, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.24663415551185608, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.25077858567237854, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.24355843663215637, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 769.7160034179688, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.9859793186187744, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 754.0352783203125, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.23408791422843933, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.25687772035598755, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.24400094151496887, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 195.08453369140625, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0005677590379491448, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 194.81468200683594, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.25351014733314514, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 195.17919921875, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.26611843705177307, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 194.57135009765625, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.25006744265556335, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.25535333156585693, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.25413668155670166, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 769.86376953125, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 1.0137501955032349, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 751.925048828125, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.23798006772994995, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.25417718291282654, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.23718151450157166, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 194.0910186767578, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0005793938762508333, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 194.25808715820312, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.2533353269100189, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 194.58612060546875, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.25953471660614014, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 195.57638549804688, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.24761104583740234, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.2591310441493988, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.25369104743003845, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 757.5762329101562, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.9894242286682129, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 749.5440673828125, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.24526779353618622, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.24782578647136688, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.24376258254051208, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 194.56407165527344, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0007438730099238455, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 195.53433227539062, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.23920413851737976, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 195.91363525390625, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.25994086265563965, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 195.50421142578125, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.25611478090286255, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.25581225752830505, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.2554744482040405, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 776.2811279296875, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 1.0332391262054443, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 765.3082275390625, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.2567170262336731, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.26817137002944946, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.26217949390411377, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 194.8553466796875, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0008014150662347674, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 196.88111877441406, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.25029999017715454, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 196.20095825195312, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.2561035454273224, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 195.36209106445312, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.24543170630931854, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.2664812207221985, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.24777638912200928, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 784.6593017578125, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 1.0299274921417236, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 798.655517578125, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.2775386571884155, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.2653762698173523, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.279756098985672, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 195.30946350097656, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.000941065198276192, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 202.09393310546875, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.28215163946151733, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 196.0994873046875, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.2561704218387604, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 198.8779296875, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.2718936502933502, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.2525322437286377, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.2717338800430298, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 799.9161376953125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 1.0718623399734497, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 866.6187744140625, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.32559704780578613, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.26590901613235474, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.3251579999923706, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 203.39584350585938, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.002101324498653412, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 215.84097290039062, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.3165419101715088, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 196.9400177001953, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.2707405090332031, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 207.28366088867188, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.29595571756362915, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.2766838073730469, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.3090055286884308, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 830.1263427734375, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 1.160941243171692, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 868.151123046875, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.3611711859703064, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.28958868980407715, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.40056541562080383, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 190.93130493164062, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.014037052169442177, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 258.473388671875, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.40440821647644043, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 188.34295654296875, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.2628786563873291, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 238.4180145263672, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.39206671714782715, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.3363238573074341, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.3940449357032776, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 931.089111328125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.4985874891281128, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1482.95361328125, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.5236236453056335, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.4839584529399872, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.5446876287460327, "lm_head.weight": 26.929569244384766, "lm_head.bias": 0.04868945851922035}, "total_model_change": 32081.808692104445}, {"category": "accent", "category_class": "english", "speaker_id": 407, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.262328565120697, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.4353865385055542, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.15388402342796326, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.16402031481266022, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 251.44216918945312, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 261.2048645019531, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 263.1451416015625, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 253.795166015625, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 167.73828125, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 165.5624542236328, "wav2vec2.feature_projection.layer_norm.weight": 0.16436722874641418, "wav2vec2.feature_projection.layer_norm.bias": 0.15632939338684082, "wav2vec2.feature_projection.projection.weight": 129.51702880859375, "wav2vec2.feature_projection.projection.bias": 0.23475274443626404, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.2517368495464325, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03976570814847946, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1509.9033203125, "wav2vec2.encoder.layer_norm.weight": 0.2582383155822754, "wav2vec2.encoder.layer_norm.bias": 0.24940331280231476, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 195.40005493164062, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0005046347505412996, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 195.44302368164062, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.24088099598884583, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 194.76077270507812, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.24558188021183014, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 198.17445373535156, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.2646178603172302, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.2597595155239105, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.2671283483505249, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 781.0205078125, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 1.020719289779663, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 763.3134765625, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.24332121014595032, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.24368469417095184, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.24721652269363403, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 194.404541015625, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00045572881936095655, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 191.33981323242188, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.22331809997558594, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 194.94448852539062, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.23594129085540771, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 193.63783264160156, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.2386227399110794, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.2525351643562317, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.22963878512382507, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 763.886474609375, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.974491536617279, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 749.6570434570312, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.24898801743984222, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.2457970529794693, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.24936436116695404, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 194.7985076904297, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00032418323098681867, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 194.45428466796875, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.2647448182106018, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 195.5387725830078, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.24773074686527252, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 194.69805908203125, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.25017786026000977, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.25970718264579773, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.25205737352371216, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 763.4267578125, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.9721589088439941, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 753.4257202148438, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.23791368305683136, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.24726904928684235, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.24748598039150238, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 194.53427124023438, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0005537763354368508, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 192.51953125, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.24895839393138885, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 195.90155029296875, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.24646909534931183, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 193.31674194335938, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.242171972990036, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.25617003440856934, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.2321246862411499, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 774.1685180664062, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.9969632029533386, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 767.486083984375, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.24859902262687683, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.25377190113067627, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.25157368183135986, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 195.67294311523438, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0008143552113324404, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 196.28912353515625, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.25174665451049805, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 195.90960693359375, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.24693624675273895, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 195.30502319335938, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.24310839176177979, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.25384706258773804, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.24359135329723358, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 773.5355224609375, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.987977921962738, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 753.0501708984375, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.2308560013771057, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.25470250844955444, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.23601782321929932, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 195.84840393066406, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0005694886785931885, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 194.32302856445312, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.24832496047019958, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 196.05221557617188, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.2607349157333374, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 194.2312774658203, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.2485198676586151, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.25333476066589355, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.24867486953735352, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 770.6934204101562, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 1.0095845460891724, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 752.4476928710938, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.23697344958782196, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.2563999593257904, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.23200878500938416, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 194.9016571044922, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0005787028349004686, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 194.108154296875, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.25013816356658936, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 195.1416015625, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.25150901079177856, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 195.52886962890625, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.24193409085273743, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.25935500860214233, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.2510780692100525, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 762.3892211914062, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.9956299066543579, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 748.7708129882812, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.24176743626594543, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.2438570111989975, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.23873965442180634, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 194.82205200195312, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0007434954168274999, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 194.7970428466797, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.22963234782218933, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 196.21038818359375, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.258203387260437, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 194.89474487304688, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.24725790321826935, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.2536602318286896, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.24900713562965393, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 778.7969970703125, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 1.0255823135375977, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 763.060791015625, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.2455669641494751, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.2604212462902069, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.25039660930633545, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 194.5528106689453, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0008032953483052552, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 195.3988037109375, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.24150675535202026, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 196.1422119140625, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.24572323262691498, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 194.2030029296875, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.24185359477996826, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.26355934143066406, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.2452402114868164, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 780.1847534179688, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 1.0152270793914795, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 779.9205322265625, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.2571605443954468, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.25987350940704346, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.2597886919975281, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 193.59515380859375, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.000938736367970705, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 196.86415100097656, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.2603587508201599, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 196.04690551757812, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.24481499195098877, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 194.15464782714844, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.25352853536605835, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.25098127126693726, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.2527850270271301, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 790.1285400390625, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 1.0310676097869873, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 820.7941284179688, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.2936554551124573, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.2553238868713379, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.29258161783218384, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 199.3612060546875, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.002076532691717148, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 208.02183532714844, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.2933526933193207, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 196.44064331054688, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.25523167848587036, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 202.63546752929688, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.28043562173843384, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.2675136923789978, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.2910228669643402, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 827.7720336914062, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 1.1478327512741089, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 855.87548828125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.3458600640296936, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.2830089330673218, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.37997543811798096, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 191.58847045898438, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.013911796733736992, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 250.1559295654297, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.38430771231651306, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 191.35101318359375, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.26650238037109375, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 232.49594116210938, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.37610283493995667, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.31657874584198, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.3771834075450897, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 898.1690063476562, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.3974404335021973, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1358.188720703125, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.4764820337295532, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.4560312032699585, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.4947202801704407, "lm_head.weight": 28.265193939208984, "lm_head.bias": 0.050876863300800323}, "total_model_change": 31873.169769385247}, {"category": "accent", "category_class": "english", "speaker_id": 408, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.28031855821609497, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.5451107025146484, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.16460761427879333, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.16801545023918152, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 265.9945373535156, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 276.09246826171875, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 277.38702392578125, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 268.03546142578125, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 176.60739135742188, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 173.6585693359375, "wav2vec2.feature_projection.layer_norm.weight": 0.17033526301383972, "wav2vec2.feature_projection.layer_norm.bias": 0.161909282207489, "wav2vec2.feature_projection.projection.weight": 136.6974639892578, "wav2vec2.feature_projection.projection.bias": 0.2500815987586975, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.26598161458969116, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.04571983218193054, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1570.25830078125, "wav2vec2.encoder.layer_norm.weight": 0.27099183201789856, "wav2vec2.encoder.layer_norm.bias": 0.2587723433971405, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 205.7480926513672, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0005110157653689384, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 204.8610382080078, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.2562295198440552, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 204.932373046875, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.2647092938423157, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 207.74722290039062, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.27394819259643555, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.27024441957473755, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.2766997814178467, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 821.15625, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 1.0733160972595215, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 799.94140625, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.25357335805892944, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.2606651782989502, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.25831252336502075, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 204.1195068359375, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0004839870671276003, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 201.80697631835938, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.23917275667190552, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 204.77728271484375, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.2498455047607422, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 203.88778686523438, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.25171327590942383, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.2676820158958435, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.2451016753911972, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 807.63232421875, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 1.0495786666870117, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 806.763427734375, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.270946741104126, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.26473647356033325, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.27133825421333313, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 204.43057250976562, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0003314691421110183, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 204.7452850341797, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.28131455183029175, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 205.61978149414062, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.2622193694114685, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 206.0078125, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.26772260665893555, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.27420520782470703, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.27322161197662354, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 807.0377807617188, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 1.04569673538208, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 803.1823120117188, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.2568497061729431, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.2655877470970154, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.26510006189346313, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 204.46299743652344, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0005808501737192273, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 204.00286865234375, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.26891982555389404, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 205.8101043701172, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.2612664997577667, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 204.56678771972656, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.26048845052719116, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.2701033651828766, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.2522805333137512, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 820.3231201171875, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 1.0698606967926025, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 820.0478515625, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.27189773321151733, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.27613359689712524, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.2707568109035492, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 206.275390625, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0008801341755315661, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 207.41030883789062, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.26871436834335327, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 206.2346954345703, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.27052003145217896, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 205.84840393066406, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.26182690262794495, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.267814040184021, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.2603529095649719, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 810.7486572265625, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 1.0380024909973145, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 792.4114379882812, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.24494707584381104, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.2684672474861145, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.25057700276374817, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 206.71380615234375, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0005955309607088566, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 205.48141479492188, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.2678872346878052, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 206.604248046875, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.2761780619621277, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 205.19512939453125, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.26488786935806274, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.2672146260738373, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.2660844326019287, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 813.2262573242188, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 1.0730180740356445, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 798.9615478515625, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.25332796573638916, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.26936838030815125, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.2507885992527008, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 204.97994995117188, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0005833827890455723, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 204.93455505371094, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.2671036124229431, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 205.10009765625, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.26583701372146606, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 206.40676879882812, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.26182419061660767, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.2743055820465088, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.266834020614624, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 798.3612060546875, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 1.042426586151123, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 786.1781005859375, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.2528989315032959, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.26282745599746704, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.25252440571784973, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 205.2696533203125, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0007545097032561898, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 206.12159729003906, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.24796614050865173, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 206.4932861328125, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.2765745520591736, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 205.6020965576172, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.2597063183784485, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.2676071524620056, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.26011544466018677, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 814.6161499023438, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 1.0671323537826538, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 799.1815185546875, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.25927427411079407, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.27473920583724976, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.2617877721786499, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 204.6227569580078, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0008141569560393691, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 205.69564819335938, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.2526889145374298, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 206.1821746826172, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.26020434498786926, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 204.62728881835938, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.2548840045928955, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.27806252241134644, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.2566142976284027, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 819.4619750976562, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 1.0725648403167725, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 825.6068115234375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.27325350046157837, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.2781682014465332, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.2801674008369446, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 203.80421447753906, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.001030290499329567, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 208.10948181152344, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.2807440757751465, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 206.45201110839844, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.2651588022708893, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 205.69064331054688, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.2792719006538391, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.26811134815216064, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.2785269320011139, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 834.4014892578125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 1.0994577407836914, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 888.81005859375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.32556238770484924, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.27644455432891846, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.3269747495651245, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 211.81129455566406, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.002155367285013199, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 221.51641845703125, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.32227176427841187, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 207.63119506835938, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.2836666703224182, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 214.9296875, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.3001589775085449, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.2818770408630371, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.31200742721557617, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 871.9841918945312, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 1.2125978469848633, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 915.40673828125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.37730148434638977, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.30582016706466675, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.41213929653167725, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 202.43881225585938, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.014275047928094864, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 268.9757080078125, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.4205814003944397, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 199.27664184570312, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.27940207719802856, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 247.0145263671875, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.40606507658958435, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.3417494297027588, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.4042419195175171, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 955.591064453125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.5291383266448975, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1511.9432373046875, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.5334352254867554, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.4943406581878662, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.5558900833129883, "lm_head.weight": 29.675390243530273, "lm_head.bias": 0.053272977471351624}, "total_model_change": 33732.72847524512}, {"category": "accent", "category_class": "english", "speaker_id": 416, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.2772330641746521, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.4729700088500977, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.1613922417163849, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.16282683610916138, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 264.5714416503906, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 274.0762939453125, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 273.13238525390625, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 262.8914489746094, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 170.6175537109375, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 167.97415161132812, "wav2vec2.feature_projection.layer_norm.weight": 0.16776549816131592, "wav2vec2.feature_projection.layer_norm.bias": 0.15033991634845734, "wav2vec2.feature_projection.projection.weight": 135.56663513183594, "wav2vec2.feature_projection.projection.bias": 0.2359493523836136, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.2554492950439453, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.04712732881307602, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1580.878173828125, "wav2vec2.encoder.layer_norm.weight": 0.26486214995384216, "wav2vec2.encoder.layer_norm.bias": 0.24599546194076538, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 206.16310119628906, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.0005138864507898688, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 201.0223846435547, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.23913723230361938, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 205.94476318359375, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.2602890133857727, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 204.31651306152344, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.25718095898628235, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.2638661861419678, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.26193472743034363, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 817.5272216796875, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 1.0415096282958984, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 774.6846923828125, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.23788124322891235, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.2568373680114746, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.24072867631912231, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 203.76739501953125, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0004904844099655747, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 198.51812744140625, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.22158551216125488, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 204.90232849121094, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.24204473197460175, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 200.5731201171875, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.23353764414787292, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.261755108833313, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.2266252338886261, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 795.5570678710938, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 1.009279489517212, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 769.412109375, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.24980753660202026, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.2576022446155548, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.2519663870334625, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 204.89315795898438, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00033926538890227675, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 201.31393432617188, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.2673342227935791, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 206.31295776367188, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.2528460919857025, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 202.57305908203125, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.2523921728134155, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.26836204528808594, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.25924789905548096, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 798.9395751953125, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 1.0161924362182617, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 767.3155517578125, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.23578111827373505, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.2600536644458771, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.24689070880413055, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 205.1160888671875, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0005879376549273729, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 200.72482299804688, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.2505541443824768, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 206.2716522216797, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.2562636733055115, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 202.36630249023438, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.2464008629322052, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.26719924807548523, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.24151840806007385, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 814.3923950195312, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 1.0531291961669922, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 797.739013671875, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.25901180505752563, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.27456510066986084, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.26116976141929626, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 206.75582885742188, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0008848569705151021, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 206.91549682617188, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.2631540894508362, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 206.36236572265625, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.26400843262672424, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 205.0107421875, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.2569650411605835, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.26405370235443115, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.254184365272522, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 810.9159545898438, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 1.034175992012024, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 787.513427734375, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.23880282044410706, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.26788830757141113, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.24738623201847076, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 207.6851806640625, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0005989788332954049, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 204.10955810546875, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.2613179087638855, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 207.76541137695312, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.27943649888038635, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 204.74838256835938, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.2571108341217041, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.2666134238243103, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.25824183225631714, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 810.3250732421875, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 1.0537724494934082, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 793.3016967773438, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.24616137146949768, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.2716001868247986, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.24460461735725403, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 205.74282836914062, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0005862370599061251, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 204.47286987304688, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.26553604006767273, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 205.8029022216797, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.26337260007858276, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 205.98046875, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.25686490535736084, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.2695810794830322, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.2622784674167633, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 801.1392822265625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 1.043142557144165, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 788.115966796875, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.24736584722995758, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.2650560736656189, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.24973928928375244, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 205.645263671875, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0007621878175996244, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 205.764892578125, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.24007636308670044, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 207.4734649658203, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.280627578496933, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 205.52410888671875, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.2541710436344147, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.27084648609161377, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.25435686111450195, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 819.3739013671875, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 1.0682988166809082, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 801.8007202148438, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.2569146454334259, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.2751759886741638, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.2579999268054962, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 205.85484313964844, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0008242123876698315, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 205.81192016601562, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.25990140438079834, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 206.8234405517578, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.25184109807014465, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 205.41680908203125, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.26283374428749084, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.27519068121910095, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.261846661567688, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 824.1088256835938, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 1.0777240991592407, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 825.1746826171875, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.26871246099472046, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.27710068225860596, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.27778005599975586, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 205.69668579101562, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0010341343004256487, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 208.25311279296875, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.27775120735168457, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 207.963623046875, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.26729536056518555, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 206.70791625976562, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.2837079167366028, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.27076661586761475, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.2767770290374756, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 835.358154296875, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 1.082308292388916, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 881.9666748046875, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.3140009939670563, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.27728182077407837, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.3098023235797882, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 211.293701171875, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.002191361039876938, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 218.88870239257812, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.3151063323020935, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 207.8180694580078, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.2818034887313843, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 214.01583862304688, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.2930201292037964, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.279354989528656, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.30984073877334595, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 872.7498168945312, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 1.2039260864257812, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 910.3779907226562, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.36157384514808655, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.3020247220993042, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.39397042989730835, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 204.13446044921875, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.014811849221587181, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 261.9571838378906, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.4021783769130707, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 202.68496704101562, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.28378772735595703, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 243.03419494628906, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.3903321623802185, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.3226044178009033, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.3879730701446533, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 933.478759765625, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.4413400888442993, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1411.447021484375, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.49471813440322876, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.4740132689476013, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.5141181945800781, "lm_head.weight": 31.496829986572266, "lm_head.bias": 0.056471895426511765}, "total_model_change": 33414.05511475261}]