[{"category": "accent", "category_class": "hindi", "speaker_id": 207, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.07674805074930191, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.5108665227890015, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.05121013522148132, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.051197681576013565, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 77.66523742675781, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 75.37259674072266, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 75.34092712402344, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 77.83506774902344, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 52.39356994628906, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 52.40810012817383, "wav2vec2.feature_projection.layer_norm.weight": 0.051189422607421875, "wav2vec2.feature_projection.layer_norm.bias": 0.05119439214468002, "wav2vec2.feature_projection.projection.weight": 39.24866485595703, "wav2vec2.feature_projection.projection.bias": 0.0767737478017807, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.07677038013935089, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.012796923518180847, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 459.808837890625, "wav2vec2.encoder.layer_norm.weight": 0.07678693532943726, "wav2vec2.encoder.layer_norm.bias": 0.07679581642150879, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 58.4858283996582, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 5.39982138434425e-05, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 58.82270812988281, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.07679205387830734, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 58.54322814941406, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.07667431235313416, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 58.83782196044922, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.07678640633821487, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.07678979635238647, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.07679267227649689, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 234.10231018066406, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.3064758777618408, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 234.177734375, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.07677355408668518, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.07678309082984924, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.07679393887519836, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 58.42527770996094, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 8.836665074340999e-05, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 58.81885528564453, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.07679471373558044, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 58.47144317626953, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.0766482800245285, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 58.82398223876953, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.07677604258060455, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.07678458839654922, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.07678984105587006, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 230.45089721679688, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.30184078216552734, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 230.41171264648438, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.07678543031215668, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.07678721845149994, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.07679489254951477, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 58.40839385986328, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 6.623778608627617e-05, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 58.79670333862305, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.07679423689842224, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 58.394386291503906, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.07671260833740234, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 58.812164306640625, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.07678905129432678, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.07678347080945969, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.07676997780799866, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 232.71255493164062, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.30463147163391113, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 232.99505615234375, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.07678602635860443, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.0767897516489029, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.07679633796215057, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 58.45903015136719, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0001271278306376189, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 58.807823181152344, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.0767945870757103, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 58.457157135009766, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.07669723033905029, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 58.82640838623047, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.07678373157978058, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.0767858475446701, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.07678773254156113, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 233.59585571289062, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.3055633008480072, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 233.74803161621094, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.0767754465341568, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.07678510248661041, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.07678914815187454, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 58.562828063964844, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0001567901490489021, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 58.82874298095703, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.07679096609354019, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 58.542633056640625, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.07670868933200836, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 58.834449768066406, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.07677203416824341, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.07677379250526428, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.07677602767944336, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 234.14744567871094, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.30628499388694763, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 234.236083984375, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.07677552103996277, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.0767894983291626, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.07679663598537445, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 58.54281234741211, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00015754514606669545, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 58.824058532714844, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.07679512351751328, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 58.57713317871094, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.0766584724187851, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 58.8394775390625, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.07678218185901642, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.07677683979272842, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.07679310441017151, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 233.73193359375, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.3058432340621948, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 233.08035278320312, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.07678476721048355, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.07678984105587006, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.07679765671491623, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 58.61571502685547, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00014531576016452163, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 58.84529113769531, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.07679452747106552, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 58.623634338378906, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.07672107964754105, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 58.85901641845703, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.07677039504051208, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.07678509503602982, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.07677598297595978, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 231.80096435546875, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.3047158122062683, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 229.84210205078125, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.07679079473018646, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.0767911821603775, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.07679617404937744, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 58.63947296142578, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.000176744390046224, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 58.86471939086914, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.07679538428783417, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 58.65094757080078, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.07674384117126465, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 58.87692642211914, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.07678576558828354, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.07677308470010757, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.0767926424741745, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 231.31175231933594, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.3043851852416992, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 228.41741943359375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.0767839103937149, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.07678845524787903, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.07679833471775055, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 58.59746551513672, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0001393146812915802, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 58.834716796875, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.07679581642150879, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 58.607059478759766, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.07673114538192749, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 58.84033203125, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.07678820937871933, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.07678626477718353, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.07677674293518066, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 233.6373291015625, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.3061125874519348, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 233.27716064453125, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.0767839178442955, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.07678916305303574, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.07679767906665802, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 58.451446533203125, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00014038110384717584, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 58.81039810180664, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.07679387927055359, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 58.416595458984375, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.07672417908906937, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 58.807151794433594, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.07676143944263458, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.07678033411502838, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.07678892463445663, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 234.14215087890625, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.3066636323928833, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 234.79188537597656, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.07678832113742828, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.07678359001874924, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.07679691910743713, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 58.53951644897461, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0002630464732646942, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 58.8404541015625, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.07675251364707947, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 58.42372512817383, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.07670670747756958, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 58.81977081298828, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.07678195834159851, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.076783686876297, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.07679198682308197, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 233.7559814453125, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.3065221905708313, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 234.62828063964844, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.07677828520536423, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.0767877846956253, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.07679611444473267, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 47.971946716308594, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.0019705425947904587, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 58.84955596923828, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.07679025828838348, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 41.970359802246094, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.0598125234246254, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 58.83296203613281, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.0767802745103836, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.07678472995758057, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.07679308950901031, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 232.73184204101562, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.3066171407699585, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 233.58425903320312, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.0767599493265152, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.07679171115159988, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.0767960250377655, "lm_head.weight": 2.225210666656494, "lm_head.bias": 0.0029965415596961975}, "total_model_change": 9303.079873095572}, {"category": "accent", "category_class": "hindi", "speaker_id": 1202, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.07376163452863693, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.35820290446281433, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.03214041516184807, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.04459993541240692, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 77.64523315429688, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 75.73426818847656, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 74.21819305419922, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 77.37337493896484, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 49.640533447265625, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 50.24327087402344, "wav2vec2.feature_projection.layer_norm.weight": 0.04839184880256653, "wav2vec2.feature_projection.layer_norm.bias": 0.04637271165847778, "wav2vec2.feature_projection.projection.weight": 38.75475311279297, "wav2vec2.feature_projection.projection.bias": 0.0721907913684845, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.07219216227531433, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.014818176627159119, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 461.7882080078125, "wav2vec2.encoder.layer_norm.weight": 0.07518570125102997, "wav2vec2.encoder.layer_norm.bias": 0.07359744608402252, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 58.841636657714844, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 7.640021067345515e-05, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 57.11930847167969, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.06903188675642014, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 58.78038024902344, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.07035955786705017, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 57.42108154296875, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.0719994455575943, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.0741962194442749, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.0701962485909462, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 231.45999145507812, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.2976229786872864, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 229.4697723388672, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.07340244948863983, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.07641081511974335, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.07163034379482269, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 58.26820373535156, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0001210238624480553, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 59.14624786376953, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.07759687304496765, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 58.23285675048828, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.07941888272762299, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 58.594970703125, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.07641500234603882, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.07199949026107788, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.0778067484498024, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 230.99827575683594, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.305116206407547, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 225.4605255126953, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.07079587876796722, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.07639256119728088, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.07060540467500687, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 58.37504577636719, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.0001060135691659525, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 57.88334655761719, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.06879922747612, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 58.440521240234375, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.07777300477027893, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 58.180233001708984, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.06800755858421326, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.07999392598867416, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.06821656227111816, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 235.40374755859375, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.3095128536224365, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 241.87942504882812, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.08418452739715576, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.07920253276824951, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.08359763771295547, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 59.22410583496094, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00016138899081852287, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 58.96088409423828, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.0811949074268341, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 59.18472671508789, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.07577088475227356, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 59.12012481689453, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.07939815521240234, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.07999454438686371, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.07900431752204895, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 238.04925537109375, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.3152956962585449, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 241.47731018066406, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.07899068295955658, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.07821375876665115, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.07860682904720306, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 58.98997116088867, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00022702646674588323, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 59.336021423339844, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.07578827440738678, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 59.12368392944336, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.07789945602416992, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 59.487422943115234, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.07964643836021423, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.08078533411026001, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.07957690954208374, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 241.48611450195312, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.3233456015586853, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 240.48187255859375, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.08000218123197556, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.08079762756824493, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.07619768381118774, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 59.78584289550781, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0002063241263385862, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 59.961795806884766, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.08419523388147354, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 59.275577545166016, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.07899034023284912, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 59.997589111328125, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.08359105885028839, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.07878411561250687, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.08499529957771301, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 237.91334533691406, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.31767094135284424, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 238.1870574951172, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.08320193737745285, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.08179552853107452, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.08000004291534424, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 59.15848159790039, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0002053598582278937, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 59.368186950683594, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.08019576966762543, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 59.19224548339844, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.0833602175116539, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 60.7171516418457, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.0863925889134407, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.07859930396080017, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.08821424841880798, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 240.7108917236328, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.3169817626476288, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 247.45364379882812, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.09619399905204773, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.0807943046092987, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.09299837052822113, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 60.0013427734375, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00024122139438986778, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 61.41201400756836, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.09399452805519104, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 59.868019104003906, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.0865522027015686, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 61.92858123779297, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.09299430251121521, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.08220738172531128, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.09139535576105118, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 245.28738403320312, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.3360667824745178, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 252.81768798828125, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.10058429092168808, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.09038572013378143, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.09539756178855896, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 61.239723205566406, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0002127940533682704, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 63.116737365722656, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.08837506175041199, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 60.036643981933594, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.08482416719198227, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 63.1900634765625, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.09879785776138306, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.07979716360569, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.10018589347600937, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 254.11038208007812, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.35884910821914673, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 283.546630859375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.11239609122276306, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.09359100461006165, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.11319661885499954, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 64.71507263183594, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00020875106565654278, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 68.45402526855469, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.10879914462566376, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 62.05164337158203, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.09754762053489685, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 67.56889343261719, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.10756777971982956, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.08519881963729858, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.11239040642976761, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 262.2010498046875, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.36399784684181213, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 313.3414306640625, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.12139230966567993, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.10021951049566269, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.12419847398996353, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 68.20951843261719, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.00040449202060699463, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 74.02935791015625, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.10736459493637085, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 64.62715911865234, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.09994985163211823, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 70.44654083251953, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.11259211599826813, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.09159980714321136, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.11399778723716736, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 276.40081787109375, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.4020044207572937, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 301.74273681640625, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.11658686399459839, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.10159943252801895, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.12439767271280289, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 59.72003173828125, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.003594108857214451, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 78.30825805664062, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.12179246544837952, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 55.4406852722168, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.0826968252658844, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 73.01754760742188, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.12580204010009766, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.10340001434087753, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.125595360994339, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 293.89581298828125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.47645440697669983, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 419.279541015625, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.14897722005844116, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.1279926300048828, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.15119922161102295, "lm_head.weight": 3.592188596725464, "lm_head.bias": 0.006105276755988598}, "total_model_change": 10093.250208275436}, {"category": "accent", "category_class": "hindi", "speaker_id": 1437, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.11505194008350372, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.6624582409858704, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.0623919814825058, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.07079527527093887, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 114.81572723388672, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 112.77200317382812, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 111.6656494140625, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 116.47586822509766, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 77.8551025390625, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 78.39628601074219, "wav2vec2.feature_projection.layer_norm.weight": 0.07557323575019836, "wav2vec2.feature_projection.layer_norm.bias": 0.07436489313840866, "wav2vec2.feature_projection.projection.weight": 58.938758850097656, "wav2vec2.feature_projection.projection.bias": 0.11748766899108887, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.11625252664089203, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.019779622554779053, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 677.1396484375, "wav2vec2.encoder.layer_norm.weight": 0.11596566438674927, "wav2vec2.encoder.layer_norm.bias": 0.11378321051597595, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 88.29592895507812, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 8.355636964552104e-05, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 87.3037338256836, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.1097593605518341, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 88.02867126464844, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.11479641497135162, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 87.30696868896484, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.11015337705612183, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.11495226621627808, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.11038684099912643, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 349.3764343261719, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.45980286598205566, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 348.46331787109375, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.1139417216181755, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.11398549377918243, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.1125502809882164, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 87.0641098022461, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00012689954019151628, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 88.04429626464844, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.11218717694282532, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 87.18875885009766, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.10807739943265915, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 87.83966064453125, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.11273209750652313, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.11615556478500366, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.11378870904445648, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 344.4126892089844, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.45314282178878784, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 343.129638671875, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.11454915255308151, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.11714942753314972, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.11558182537555695, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 87.70549774169922, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00011462068505352363, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 87.99446105957031, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.1119856983423233, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 87.33000946044922, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.1173008531332016, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 88.45113372802734, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.11357368528842926, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.11733486503362656, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.11315225064754486, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 350.3575439453125, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.46226462721824646, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 357.46368408203125, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.12415087223052979, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.1167861670255661, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.12278969585895538, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 87.91666412353516, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00017778742767404765, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 88.72505187988281, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.12057965248823166, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 87.78046417236328, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.11171215772628784, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 88.39462280273438, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.1165580227971077, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.11656194925308228, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.11598610877990723, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 352.6811218261719, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.46674805879592896, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 356.19061279296875, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.11953718215227127, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.11899466812610626, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.12079760432243347, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 87.8777847290039, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.000250418292125687, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 88.81756591796875, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.117167629301548, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 88.20535278320312, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.11949390172958374, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 89.51455688476562, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.11988858878612518, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.11793343722820282, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.1217513307929039, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 358.25494384765625, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.47675666213035583, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 364.10430908203125, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.12578147649765015, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.12137196958065033, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.1255912482738495, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 88.80816650390625, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0002267310774186626, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 90.19194030761719, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.1293884515762329, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 88.25163269042969, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.1192421019077301, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 90.10184478759766, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.12397651374340057, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.12055616080760956, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.1263861209154129, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 356.6282958984375, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.4731253385543823, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 362.138671875, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.12638071179389954, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.12239347398281097, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.12499606609344482, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 88.43138122558594, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00023433263413608074, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 90.16520690917969, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.12958484888076782, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 88.12854766845703, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.11900666356086731, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 90.97818756103516, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.13076534867286682, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.11597879230976105, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.13236385583877563, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 356.64849853515625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.4762306213378906, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 363.6315612792969, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.14277924597263336, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.1257466822862625, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.139595627784729, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 89.44252014160156, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.000277490820735693, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 91.6566390991211, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.13559040427207947, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 89.08540344238281, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.1249035894870758, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 92.55364990234375, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.13577468693256378, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.12517468631267548, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.13698559999465942, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 358.56048583984375, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.4914461672306061, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 368.6773986816406, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.14796900749206543, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.1283687949180603, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.14519479870796204, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 90.67822265625, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00028595211915671825, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 94.42582702636719, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.13456840813159943, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 89.46308135986328, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.13139359652996063, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 94.38349914550781, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.14376825094223022, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.12057667970657349, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.1461811065673828, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 370.5179138183594, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.5121264457702637, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 405.067626953125, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.1579698771238327, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.13153105974197388, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.15919235348701477, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 94.1729736328125, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0002765292883850634, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 100.07540130615234, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.15479490160942078, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 91.52787780761719, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.14291727542877197, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 98.505859375, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.15355032682418823, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.12278519570827484, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.156385600566864, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 382.6376647949219, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.5349112749099731, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 437.8935546875, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.16694363951683044, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.1394190788269043, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.1709980070590973, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 96.5022201538086, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0006549619138240814, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 105.4529037475586, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.15615245699882507, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 92.95753479003906, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.13386525213718414, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 100.35739135742188, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.15198317170143127, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.1323823630809784, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.15459099411964417, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 394.1678466796875, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.5608214735984802, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 423.319580078125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.16295531392097473, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.1409851312637329, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.1833924502134323, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 82.20718383789062, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.004680774640291929, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 114.19277954101562, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.17857912182807922, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 78.09933471679688, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.11414135247468948, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 105.30764770507812, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.18449667096138, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.1527872383594513, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.18118438124656677, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 421.8861083984375, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.6928672790527344, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 619.112548828125, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.22193706035614014, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.18638694286346436, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.2263994812965393, "lm_head.weight": 5.305267333984375, "lm_head.bias": 0.009042561054229736}, "total_model_change": 14884.958920809375}, {"category": "accent", "category_class": "hindi", "speaker_id": 1440, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.12153874337673187, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.6460636258125305, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.05400156229734421, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.05781102925539017, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 114.75749206542969, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 112.700927734375, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 110.84938049316406, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 114.99272155761719, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 76.07809448242188, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 78.41441345214844, "wav2vec2.feature_projection.layer_norm.weight": 0.07217779755592346, "wav2vec2.feature_projection.layer_norm.bias": 0.07578098773956299, "wav2vec2.feature_projection.projection.weight": 58.86960983276367, "wav2vec2.feature_projection.projection.bias": 0.11238288134336472, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.11153438687324524, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.02281426638364792, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 687.6278686523438, "wav2vec2.encoder.layer_norm.weight": 0.11357611417770386, "wav2vec2.encoder.layer_norm.bias": 0.10580911487340927, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 88.00680541992188, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00010469157132320106, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 85.26698303222656, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.09737468510866165, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 88.10176086425781, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.11590230464935303, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 86.42460632324219, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.1024194061756134, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.11317916214466095, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.106601282954216, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 348.4681396484375, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.44737428426742554, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 339.8465576171875, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.10719075798988342, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.11081275343894958, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.10382013022899628, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 87.48898315429688, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00014614136307500303, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 87.74366760253906, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.1110043153166771, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 87.640869140625, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.1100187823176384, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 86.7914047241211, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.10499487817287445, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.11119383573532104, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.10760635882616043, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 344.2756042480469, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.4500763416290283, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 335.23968505859375, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.1113741472363472, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.1108030453324318, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.11079071462154388, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 87.81710815429688, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00013473417493514717, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 87.09054565429688, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.10699582099914551, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 87.62516784667969, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.11491073668003082, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 87.85716247558594, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.1088104248046875, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.11995002627372742, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.10740897059440613, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 352.9650573730469, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.4607558250427246, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 353.9720764160156, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.12056465446949005, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.11600595712661743, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.11999627947807312, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 88.40896606445312, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0002186487545259297, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 88.74024200439453, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.11759370565414429, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 88.26972961425781, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.11479021608829498, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 88.08003234863281, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.11378143727779388, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.11738188564777374, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.1106034442782402, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 356.8013916015625, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.472389817237854, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 358.47314453125, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.12237752974033356, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.11901630461215973, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.12281759083271027, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 88.4355239868164, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0003066030330955982, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 88.90274047851562, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.11857765167951584, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 89.01994323730469, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.11361801624298096, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 89.24227905273438, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.11971373111009598, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.11366613209247589, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.11979338526725769, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 355.8609619140625, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.4728696346282959, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 358.28515625, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.12238255143165588, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.11938609927892685, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.12159177660942078, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 89.2428207397461, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00025504507357254624, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 89.9501953125, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.1290082037448883, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 88.76551818847656, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.122756227850914, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 89.50960540771484, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.11998481303453445, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.11877018958330154, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.12139497697353363, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 357.04217529296875, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.47278109192848206, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 357.65692138671875, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.12117735296487808, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.11780276894569397, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.11839927732944489, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 88.55247497558594, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0002712058194447309, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 89.28672790527344, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.12678664922714233, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 88.41044616699219, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.11612673848867416, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 89.78350830078125, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.11959690600633621, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.1141972541809082, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.11958123743534088, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 353.94671630859375, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.4596046507358551, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 358.62945556640625, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.12998659908771515, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.12297287583351135, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.12699761986732483, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 89.45386505126953, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0003239544457755983, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 90.94142150878906, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.1274034082889557, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 89.3986587524414, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.12173157930374146, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 91.26734924316406, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.12938936054706573, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.12438757717609406, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.1305922269821167, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 358.8063049316406, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.4842814803123474, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 365.85662841796875, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.13717183470726013, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.12399543821811676, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.13439759612083435, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 90.44880676269531, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0003431217046454549, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 93.16348266601562, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1258106529712677, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 89.17803192138672, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.12345335632562637, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 93.56619262695312, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.14218361675739288, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.11879267543554306, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.1430002748966217, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 369.90478515625, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.4983345866203308, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 402.69970703125, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.1549864113330841, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.12534503638744354, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.15339769423007965, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 93.08029174804688, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00031165691325441003, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 99.79227447509766, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.1506006121635437, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 91.38209533691406, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.12880101799964905, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 100.08927917480469, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.1595650315284729, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.12760263681411743, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.16419345140457153, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 390.49359130859375, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.5471152067184448, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 473.8265380859375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.18814939260482788, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.1500234305858612, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.19039830565452576, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 101.3089370727539, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0006405338644981384, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 110.8587646484375, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.1715559959411621, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 95.57316589355469, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.13637728989124298, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 104.85132598876953, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.16059374809265137, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.13919119536876678, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.1681974232196808, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 411.546875, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.5899410247802734, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 454.4136047363281, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.18631471693515778, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.15260043740272522, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.21379992365837097, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 91.27839660644531, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.007378110662102699, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 127.56005096435547, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.2099088579416275, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 88.54441833496094, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.12525102496147156, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 113.27841186523438, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.21011567115783691, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.16619420051574707, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.2061900645494461, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 470.38433837890625, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.815496027469635, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 773.7061157226562, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.2818453907966614, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.2326047122478485, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.2870005965232849, "lm_head.weight": 6.822429656982422, "lm_head.bias": 0.012242491357028484}, "total_model_change": 15200.278170594538}, {"category": "accent", "category_class": "hindi", "speaker_id": 1633, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.14769642055034637, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.8326512575149536, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.07635194063186646, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.08538830280303955, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 144.70266723632812, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 142.97860717773438, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 142.00604248046875, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 145.16156005859375, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 96.69145202636719, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 98.60602569580078, "wav2vec2.feature_projection.layer_norm.weight": 0.0975257158279419, "wav2vec2.feature_projection.layer_norm.bias": 0.09456977248191833, "wav2vec2.feature_projection.projection.weight": 73.50018310546875, "wav2vec2.feature_projection.projection.bias": 0.14460836350917816, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.1427891105413437, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.025594495236873627, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 837.9677734375, "wav2vec2.encoder.layer_norm.weight": 0.1383567750453949, "wav2vec2.encoder.layer_norm.bias": 0.13759306073188782, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 109.53978729248047, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00011075499787693843, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 108.86563110351562, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.1351441740989685, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 109.85493469238281, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.14962399005889893, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 109.77967834472656, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.13732996582984924, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.14275884628295898, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.14116722345352173, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 434.9185791015625, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.5650189518928528, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 435.54058837890625, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.14093813300132751, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.1451786607503891, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.1410246342420578, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 109.08507537841797, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00015992223052307963, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 109.32514190673828, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.13858100771903992, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 109.29562377929688, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.13945838809013367, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 109.5784912109375, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.13813883066177368, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.14157027006149292, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.14293932914733887, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 431.9079895019531, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.5707119703292847, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 424.9088134765625, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.14574013650417328, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.1401415318250656, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.142978698015213, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 108.64469909667969, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00014286887017078698, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 110.25370788574219, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.14237338304519653, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 108.68742370605469, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.14318302273750305, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 109.81906127929688, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.1403854638338089, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.15011858940124512, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.14174336194992065, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 436.4530944824219, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.5725234746932983, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 437.018798828125, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.14793631434440613, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.14417913556098938, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.14679040014743805, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 109.27362060546875, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00025684089632704854, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 110.61180114746094, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.14497987926006317, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 109.62112426757812, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.14456278085708618, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 110.02185821533203, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.1441342979669571, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.14296257495880127, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.14378046989440918, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 437.27618408203125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.5707231760025024, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 438.12567138671875, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.14554142951965332, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.14659415185451508, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.14979685842990875, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 109.33029174804688, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00035652221413329244, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 110.18140411376953, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.1443658173084259, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 109.78878021240234, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.13827192783355713, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 110.3416976928711, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.14366793632507324, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.13944116234779358, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.14274829626083374, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 439.7761535644531, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.5846537351608276, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 437.5090637207031, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.14434339106082916, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.1439516246318817, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.14498057961463928, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 110.02214813232422, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00027203798526898026, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 110.57868957519531, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.1448042243719101, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 109.8649673461914, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.14528918266296387, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 110.8475570678711, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.1463664472103119, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.14293912053108215, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.1427871584892273, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 439.15093994140625, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.5785523653030396, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 437.0365905761719, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.14417310059070587, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.14518454670906067, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.14399802684783936, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 109.75175476074219, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.000290474621579051, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 110.40351867675781, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.15197837352752686, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 109.62039184570312, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.146753191947937, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 111.0244140625, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.14396469295024872, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.13717563450336456, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.14536617696285248, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 434.250244140625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.5674284100532532, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 434.10931396484375, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.1521080881357193, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.14874717593193054, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.1485946774482727, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 110.89344787597656, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0003490686940494925, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 112.20703125, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.15018205344676971, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 110.6754150390625, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.1476334035396576, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 111.86668395996094, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.15097106993198395, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.1475839614868164, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.15117588639259338, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 435.20306396484375, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.5779610872268677, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 433.5418701171875, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.1553436815738678, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.14756183326244354, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.15359383821487427, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 110.43405151367188, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00035593233769759536, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 113.1992416381836, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.14336669445037842, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 110.33289337158203, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.1411634385585785, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 114.33219909667969, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.16135302186012268, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.14852090179920197, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.16078399121761322, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 451.04071044921875, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.6070958971977234, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 475.227294921875, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.17016629874706268, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.1543082445859909, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.1699991226196289, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 113.21903991699219, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0003112811828032136, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 119.24468231201172, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.17098574340343475, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 112.41893768310547, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.15589386224746704, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 118.92791748046875, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.17651674151420593, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.15398958325386047, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.1783742904663086, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 468.2718505859375, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.6413304805755615, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 543.9688720703125, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.20713508129119873, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.16786928474903107, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.21019530296325684, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 116.89366149902344, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0006249658763408661, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 128.62966918945312, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.19394981861114502, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 114.34663391113281, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.15877211093902588, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 123.28707885742188, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.18235094845294952, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.16097448766231537, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.19159287214279175, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 482.934326171875, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.6718776822090149, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 525.8782958984375, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.20885901153087616, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.1771944761276245, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.22740113735198975, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 105.7403335571289, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.007868796586990356, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 141.05825805664062, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.21806713938713074, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 96.36551666259766, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.13405753672122955, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 132.1962127685547, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.2237738072872162, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.1855444312095642, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.22379642724990845, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 532.1759033203125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.8499584197998047, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 834.275634765625, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.30036473274230957, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.25898653268814087, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.3007955551147461, "lm_head.weight": 8.529701232910156, "lm_head.bias": 0.015242205932736397}, "total_model_change": 18385.508268031663}, {"category": "accent", "category_class": "hindi", "speaker_id": 1697, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.14262934029102325, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.8094406127929688, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.08038785308599472, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.08919075131416321, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 144.20684814453125, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 144.51905822753906, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 143.97528076171875, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 147.66653442382812, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 99.6490249633789, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 101.38705444335938, "wav2vec2.feature_projection.layer_norm.weight": 0.09401771426200867, "wav2vec2.feature_projection.layer_norm.bias": 0.1051778718829155, "wav2vec2.feature_projection.projection.weight": 74.33280944824219, "wav2vec2.feature_projection.projection.bias": 0.15397118031978607, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.15076622366905212, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.028652265667915344, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 861.1558837890625, "wav2vec2.encoder.layer_norm.weight": 0.14071421325206757, "wav2vec2.encoder.layer_norm.bias": 0.14780670404434204, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 110.1198501586914, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00011934014764847234, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 110.94734191894531, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.1436217576265335, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 110.84127044677734, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.15067172050476074, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 111.38001251220703, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.14035245776176453, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.1461639404296875, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.14424917101860046, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 439.4201965332031, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.5700364708900452, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 449.48345947265625, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.14996571838855743, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.1499934047460556, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.14929792284965515, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 110.27104187011719, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00016606661665719002, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 111.12973022460938, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.14481306076049805, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 110.32035064697266, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.1372496783733368, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 110.78269958496094, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.1407710760831833, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.14323730766773224, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.14716295897960663, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 439.73065185546875, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.5853086113929749, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 438.2066650390625, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.1549619734287262, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.14097872376441956, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.1491934210062027, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 109.14982604980469, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00014988938346505165, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 112.7112808227539, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.1483968049287796, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 109.52688598632812, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.14605367183685303, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 110.8912124633789, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.14461922645568848, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.15214961767196655, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.14620141685009003, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 439.2987976074219, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.5753262042999268, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 437.8849792480469, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.14795541763305664, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.14697876572608948, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.14533677697181702, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 109.95098876953125, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0002656452707014978, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 110.42294311523438, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.14119452238082886, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 110.07707214355469, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.13935992121696472, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 109.77397155761719, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.14138396084308624, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.1456042230129242, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.14100393652915955, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 436.99285888671875, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.5636273622512817, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 446.41314697265625, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.15277141332626343, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.14658565819263458, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.155015230178833, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 110.86674499511719, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00038375789881683886, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 111.66865539550781, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.1495763063430786, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 111.19645690917969, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.14472107589244843, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 111.25716400146484, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.1502867341041565, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.14134520292282104, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.14362111687660217, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 445.5465087890625, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.599626898765564, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 449.0075988769531, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.15357017517089844, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.1451890766620636, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.1553879827260971, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 110.8238525390625, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00028991157887503505, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 111.83883666992188, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.14962205290794373, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 110.64297485351562, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.14583279192447662, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 111.896240234375, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.15079465508460999, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.13954614102840424, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.1455898880958557, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 439.836181640625, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.5716391801834106, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 442.30615234375, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.14659123122692108, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.14141592383384705, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.14840546250343323, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 110.147216796875, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0002982040459755808, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 111.12449645996094, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.15858328342437744, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 110.4141616821289, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.14373818039894104, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 111.63453674316406, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.14259110391139984, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.1444266140460968, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.14158231019973755, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 439.625244140625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.5742835402488708, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 441.90032958984375, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.15393076837062836, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.14857320487499237, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.14979954063892365, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 111.71342468261719, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00039026167360134423, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 112.77496337890625, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.15699097514152527, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 111.32386016845703, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.154301255941391, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 112.44648742675781, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.15377533435821533, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.14759108424186707, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.15498927235603333, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 439.87078857421875, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.5792294144630432, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 440.1126708984375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.15477526187896729, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.1469552218914032, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.151399165391922, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 111.23404693603516, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0003698068321682513, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 114.339111328125, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.14737263321876526, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 111.52725219726562, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.14095798134803772, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 115.78854370117188, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.16817925870418549, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.14630258083343506, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.16201549768447876, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 455.5944519042969, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.6092740893363953, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 487.29571533203125, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.17738118767738342, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.15641814470291138, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.1754031777381897, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 114.45033264160156, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00033721845829859376, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 121.20649719238281, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.17120079696178436, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 112.92615509033203, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.16579404473304749, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 120.49972534179688, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.1815527081489563, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.1564009040594101, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.18038448691368103, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 471.75164794921875, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.6458065509796143, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 542.2725830078125, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.20655223727226257, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.17188476026058197, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.20480066537857056, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 116.33403778076172, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0007104575634002686, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 129.11410522460938, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.19156131148338318, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 114.3511734008789, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.1510823667049408, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 125.34266662597656, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.18301716446876526, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.16258308291435242, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.1907966434955597, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 494.3110046386719, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.6887614727020264, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 538.08251953125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.21589748561382294, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.17959944903850555, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.2312023788690567, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 110.03668975830078, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.008475075475871563, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 143.79330444335938, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.22145022451877594, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 97.06891632080078, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.13356569409370422, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 137.98764038085938, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.2310217320919037, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.1861601173877716, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.23180560767650604, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 541.15283203125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.8372256755828857, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 861.3130493164062, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.3095851540565491, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.271584153175354, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.3067944347858429, "lm_head.weight": 10.06998062133789, "lm_head.bias": 0.01824203133583069}, "total_model_change": 18655.351457760924}, {"category": "accent", "category_class": "hindi", "speaker_id": 1794, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.16393762826919556, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 0.9671740531921387, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.09390786290168762, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.10338516533374786, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 165.07064819335938, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 165.4267578125, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 164.60403442382812, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 165.30123901367188, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 108.0943832397461, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 107.61417388916016, "wav2vec2.feature_projection.layer_norm.weight": 0.1062076985836029, "wav2vec2.feature_projection.layer_norm.bias": 0.09935871511697769, "wav2vec2.feature_projection.projection.weight": 84.80725860595703, "wav2vec2.feature_projection.projection.bias": 0.15850970149040222, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.16094063222408295, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.030413873493671417, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 966.7985229492188, "wav2vec2.encoder.layer_norm.weight": 0.1592867374420166, "wav2vec2.encoder.layer_norm.bias": 0.15158765017986298, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 127.06358337402344, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00012959436571691185, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 123.85581970214844, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.15138614177703857, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 127.97135162353516, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.16596326231956482, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 124.3569564819336, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.1491273045539856, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.1649462878704071, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.15071848034858704, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 501.19189453125, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.6325041055679321, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 487.14434814453125, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.1547015905380249, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.16736820340156555, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.15352791547775269, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 126.19927978515625, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00020675260748248547, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 126.30146789550781, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.15918217599391937, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 127.03755187988281, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.1589255928993225, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 126.16643524169922, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.15674641728401184, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.1647665798664093, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.16092133522033691, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 495.94036865234375, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.6439628601074219, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 474.9386901855469, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.15952543914318085, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.160563126206398, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.15718530118465424, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 125.53746032714844, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00018570336396805942, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 127.216552734375, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.1615806221961975, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 126.51236724853516, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.16864818334579468, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 126.47306823730469, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.1607891321182251, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.1711183786392212, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.1583450436592102, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 506.14385986328125, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.6631109714508057, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 507.60552978515625, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.17263177037239075, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.16695570945739746, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.17232269048690796, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 127.11790466308594, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0003287708095740527, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 127.45148468017578, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.16378441452980042, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 127.684326171875, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.16356521844863892, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 126.91966247558594, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.16252300143241882, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.1699720323085785, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.1633802354335785, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 508.06427001953125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.6617082357406616, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 511.2696228027344, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.1714661419391632, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.17137371003627777, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.17300716042518616, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 127.81100463867188, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00041026019607670605, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 128.52578735351562, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.16395381093025208, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 128.59963989257812, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.16325441002845764, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 129.02371215820312, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.16904863715171814, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.16166353225708008, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.1657572239637375, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 514.8798828125, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.6886575222015381, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 520.4647216796875, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.17573878169059753, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.16395381093025208, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.17777644097805023, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 128.8744354248047, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00030512927332893014, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 130.4408721923828, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.17798027396202087, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 128.4545135498047, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.17339161038398743, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 130.05859375, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.17736688256263733, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.16552627086639404, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.173770010471344, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 508.50714111328125, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.6610085368156433, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 513.1334838867188, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.17416724562644958, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.16898566484451294, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.1761976033449173, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 127.92669677734375, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0003217114426661283, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 129.3492431640625, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.18097607791423798, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 127.97515869140625, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.16386190056800842, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 129.8246307373047, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.17094241082668304, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.1641620546579361, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.1739329993724823, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 507.8306884765625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.6688521504402161, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 509.13958740234375, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.17751331627368927, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.17394603788852692, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.17519325017929077, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 129.2075958251953, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00041783152846619487, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 130.87017822265625, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.18097342550754547, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 128.81103515625, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.1738003045320511, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 130.99267578125, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.17995765805244446, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.1759503334760666, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.18376371264457703, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 509.9222717285156, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.6789293885231018, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 511.58441162109375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.18735191226005554, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.17333532869815826, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.18554095923900604, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 128.8344268798828, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00040555192390456796, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 133.17782592773438, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.17474523186683655, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 128.54010009765625, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.16858747601509094, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 135.200927734375, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.19593840837478638, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.17111928761005402, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.1939716935157776, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 529.3909912109375, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.7104590535163879, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 568.714599609375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.21454307436943054, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.18449625372886658, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.21059730648994446, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 133.38882446289062, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.00038981769466772676, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 143.3392791748047, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.2047916203737259, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 131.64671325683594, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.1910640001296997, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 140.9280242919922, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.2097015380859375, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.18339188396930695, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.21057343482971191, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 548.1674194335938, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.7524396181106567, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 624.1392822265625, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.23891083896160126, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.19407030940055847, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.24119794368743896, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 138.5963134765625, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0007929056882858276, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 150.62857055664062, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.22494709491729736, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 134.30502319335938, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.1811685562133789, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 144.49293518066406, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.21139663457870483, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.18916837871074677, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.219981849193573, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 569.6919555664062, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.8009291887283325, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 618.0416259765625, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.24927964806556702, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.20499126613140106, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.27038657665252686, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 122.15377044677734, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.009360933676362038, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 167.45542907714844, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.26006537675857544, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 109.41123962402344, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.15046051144599915, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 158.53604125976562, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.2679673135280609, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.22313278913497925, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.2675973176956177, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 627.5333251953125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.000274658203125, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1034.7276611328125, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.37432414293289185, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.31736403703689575, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.3725906014442444, "lm_head.weight": 11.720932006835938, "lm_head.bias": 0.021240388974547386}, "total_model_change": 21467.57338991546}, {"category": "accent", "category_class": "hindi", "speaker_id": 1966, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.16566935181617737, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.00138521194458, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.10091365873813629, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.10779818147420883, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 168.36297607421875, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 169.2147216796875, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 168.40721130371094, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 166.6697998046875, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 108.72196960449219, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 107.64640045166016, "wav2vec2.feature_projection.layer_norm.weight": 0.10363438725471497, "wav2vec2.feature_projection.layer_norm.bias": 0.09942346066236496, "wav2vec2.feature_projection.projection.weight": 84.81661987304688, "wav2vec2.feature_projection.projection.bias": 0.16105778515338898, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.160780668258667, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.025862284004688263, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 981.3643798828125, "wav2vec2.encoder.layer_norm.weight": 0.16343066096305847, "wav2vec2.encoder.layer_norm.bias": 0.1465965211391449, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 129.07467651367188, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00013133365428075194, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 124.03868103027344, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.14764392375946045, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 128.83856201171875, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.16330286860466003, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 125.00225830078125, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.15016622841358185, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.16456982493400574, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.1503685563802719, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 503.1259765625, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.625913143157959, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 478.85723876953125, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.1453951597213745, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.16216611862182617, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.14554068446159363, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 126.50709533691406, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.00022157646890264004, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 126.29696655273438, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.15599225461483002, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 127.8997573852539, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.16135910153388977, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 125.48975372314453, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.14957241714000702, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.16720524430274963, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.15776889026165009, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 497.6126708984375, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.6349982023239136, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 469.599609375, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.15415120124816895, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.1585882008075714, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.15040072798728943, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 126.17793273925781, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00019074336159974337, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 126.62371826171875, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.1578049659729004, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 127.56404876708984, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.16588878631591797, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 125.4027099609375, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.15301646292209625, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.17075182497501373, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.14922581613063812, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 508.75396728515625, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.6683324575424194, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 497.1293640136719, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.16486087441444397, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.16038012504577637, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.16473262012004852, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 127.38116455078125, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0003264439292252064, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 126.45418548583984, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.15799817442893982, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 128.17237854003906, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.16773250699043274, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 126.41860961914062, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.15918627381324768, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.16738083958625793, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.1589977890253067, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 507.81231689453125, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.652819037437439, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 504.2844543457031, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.16713584959506989, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.17079511284828186, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.16762791574001312, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 126.86953735351562, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.0004153291811235249, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 127.42780303955078, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.15101173520088196, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 128.29188537597656, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.15596336126327515, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 127.97575378417969, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.16208304464817047, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.15754520893096924, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.15742941200733185, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 511.7976379394531, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.6740537881851196, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 508.9712219238281, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.16638335585594177, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.15815651416778564, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.16618677973747253, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 128.65748596191406, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0003210992435924709, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 129.1197052001953, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.1669892966747284, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 128.288818359375, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.16694185137748718, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 128.21441650390625, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.1641695201396942, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.15797068178653717, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.16058102250099182, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 502.4442138671875, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.6441216468811035, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 497.11590576171875, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.1623794287443161, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.16499722003936768, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.1646079272031784, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 128.3938751220703, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00032512511825188994, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 128.2261962890625, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.1705854833126068, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 128.4727020263672, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.1603919267654419, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 127.97514343261719, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.159953773021698, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.15797336399555206, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.16075795888900757, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 502.69586181640625, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.6450730562210083, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 496.453857421875, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.16307887434959412, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.16495677828788757, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.16439546644687653, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 128.622802734375, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.0004358440055511892, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 129.06936645507812, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.16858038306236267, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 128.89752197265625, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.17133969068527222, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 128.40077209472656, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.1645694375038147, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.16638140380382538, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.169173926115036, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 504.3244323730469, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.6572914123535156, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 491.68133544921875, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.16398514807224274, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.1632145494222641, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.1659468412399292, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 127.0697021484375, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00040461349999532104, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 129.52359008789062, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.15777692198753357, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 127.1684341430664, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.1631353795528412, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 130.9664764404297, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.18138732016086578, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.16350901126861572, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.17280961573123932, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 521.8460693359375, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.6929238438606262, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 543.0308837890625, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.19617992639541626, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.1780085265636444, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.19160419702529907, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 131.7535858154297, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0004096184275113046, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 138.05442810058594, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.1876070499420166, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 130.90072631835938, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.17682984471321106, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 137.73049926757812, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.1967344582080841, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.18160611391067505, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.19818419218063354, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 536.3907470703125, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.719081699848175, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 587.5145263671875, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.2181217074394226, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.18850906193256378, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.21939000487327576, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 136.28248596191406, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0008497349917888641, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 144.35714721679688, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.21016716957092285, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 132.0362091064453, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.1770162582397461, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 141.03448486328125, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.19940268993377686, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.1903803050518036, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.21078798174858093, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 556.1715087890625, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.7588090896606445, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 582.1365966796875, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.228099063038826, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.19080322980880737, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.24459058046340942, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 126.4429931640625, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.010211070999503136, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 156.81944274902344, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.23364603519439697, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 114.37999725341797, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.15794092416763306, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 151.67471313476562, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.24780786037445068, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.20297199487686157, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.24200724065303802, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 582.6549072265625, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.8785529136657715, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 917.4947509765625, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.32919400930404663, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.2887757420539856, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.32279497385025024, "lm_head.weight": 13.022647857666016, "lm_head.bias": 0.023836715146899223}, "total_model_change": 21042.04875152673}, {"category": "accent", "category_class": "hindi", "speaker_id": 1988, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.18958497047424316, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.0485236644744873, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.10611500591039658, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.11997172981500626, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 186.55186462402344, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 187.93460083007812, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 187.41323852539062, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 185.30645751953125, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 121.15184783935547, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 118.89164733886719, "wav2vec2.feature_projection.layer_norm.weight": 0.11861413717269897, "wav2vec2.feature_projection.layer_norm.bias": 0.10554894804954529, "wav2vec2.feature_projection.projection.weight": 94.95576477050781, "wav2vec2.feature_projection.projection.bias": 0.17801721394062042, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.17881280183792114, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.03240278363227844, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1082.93017578125, "wav2vec2.encoder.layer_norm.weight": 0.18280832469463348, "wav2vec2.encoder.layer_norm.bias": 0.16516585648059845, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 142.66429138183594, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00014593882951885462, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 139.1652374267578, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.16859926283359528, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 143.44642639160156, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.18121609091758728, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 140.3607177734375, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.17290538549423218, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.18575653433799744, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.17614111304283142, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 561.4069213867188, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.6935276985168457, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 536.7864990234375, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.16454312205314636, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.18213333189487457, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.1646658033132553, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 140.9137725830078, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0002430484746582806, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 141.52734375, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.1745719313621521, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 142.4736785888672, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.18372651934623718, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 140.6427764892578, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.17113804817199707, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.18629983067512512, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.17913934588432312, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 554.3273315429688, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.7142136096954346, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 522.9315185546875, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.17010527849197388, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.17992597818374634, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.16755500435829163, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 141.35223388671875, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00020197471894789487, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 141.6182098388672, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.17718003690242767, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 142.86378479003906, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.1802104115486145, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 141.115478515625, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.17175337672233582, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.19211679697036743, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.1671673208475113, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 569.874267578125, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.7510756254196167, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 562.2091064453125, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.1892089545726776, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.1807432770729065, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.186526358127594, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 143.32339477539062, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.00034404126927256584, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 142.65594482421875, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.17798852920532227, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 143.37423706054688, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.1871262490749359, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 142.27330017089844, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.17875567078590393, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.18729376792907715, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.1769675463438034, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 571.197021484375, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.73908531665802, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 571.3163452148438, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.1920410692691803, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.19116638600826263, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.19121180474758148, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 142.32232666015625, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00043765988084487617, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 143.30499267578125, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.1753438413143158, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 143.25436401367188, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.1797148436307907, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 143.94723510742188, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.18203288316726685, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.18144074082374573, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.18055953085422516, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 571.408447265625, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.7544288635253906, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 571.3909912109375, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.18573670089244843, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.17892692983150482, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.18877753615379333, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 143.56304931640625, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.0003484458720777184, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 144.4455108642578, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.18775306642055511, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 143.09201049804688, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.1866266131401062, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 143.87757873535156, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.18353086709976196, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.180334210395813, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.1807582676410675, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 563.6011962890625, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.7252336740493774, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 560.059326171875, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.1839231252670288, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.1853657066822052, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.18599848449230194, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 143.9835662841797, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.00035113238845951855, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 144.42529296875, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.19517552852630615, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 144.14300537109375, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.182827889919281, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 144.03591918945312, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.18712544441223145, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.1777501106262207, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.18613065779209137, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 565.9681396484375, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.7448436617851257, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 560.0125732421875, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.1938297003507614, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.18738877773284912, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.1923883855342865, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 144.66551208496094, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.000478578032925725, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 145.3289794921875, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.19596213102340698, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 144.68743896484375, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.19516520202159882, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 144.76889038085938, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.1909533590078354, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.19035407900810242, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.19535663723945618, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 567.3834228515625, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.7491884827613831, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 558.86474609375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.19596858322620392, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.18733325600624084, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.19914114475250244, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 143.68165588378906, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.00043272669427096844, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 147.77838134765625, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1905362457036972, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 143.054443359375, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.1833227574825287, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 148.5604248046875, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.20973734557628632, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.19027063250541687, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.20577651262283325, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 588.9013671875, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.7885607481002808, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 624.74755859375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.23275047540664673, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.2023853361606598, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.22758722305297852, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 150.51625061035156, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.000502591603435576, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 158.9093475341797, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.22538115084171295, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 148.32278442382812, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.2106805145740509, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 157.35321044921875, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.23449096083641052, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.20759639143943787, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.23397448658943176, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 612.0101318359375, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.845986008644104, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 697.0755004882812, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.2711222171783447, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.2187371701002121, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.2729833722114563, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 158.20263671875, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0011289082467556, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 169.65492248535156, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.2527567744255066, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 151.15780639648438, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.21685576438903809, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 162.684814453125, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.238926962018013, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.21815508604049683, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.24638250470161438, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 630.4292602539062, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.8727867603302002, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 668.5274658203125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.26807701587677, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.21877768635749817, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.2867712080478668, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 136.15830993652344, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.011242127977311611, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 181.24203491210938, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.2760586142539978, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 121.90959167480469, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.17016437649726868, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 172.61270141601562, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.28515636920928955, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.2413431704044342, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.27939918637275696, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 673.4581298828125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 1.0448592901229858, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 1095.500244140625, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.39508283138275146, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.3363603949546814, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.3903900682926178, "lm_head.weight": 14.758529663085938, "lm_head.bias": 0.026836231350898743}, "total_model_change": 23796.143050118277}, {"category": "accent", "category_class": "hindi", "speaker_id": 2125, "total_change_per_layer": {"wav2vec2.masked_spec_embed": 0.19381874799728394, "wav2vec2.feature_extractor.conv_layers.0.conv.weight": 1.0246245861053467, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.weight": 0.10885091125965118, "wav2vec2.feature_extractor.conv_layers.0.layer_norm.bias": 0.12119108438491821, "wav2vec2.feature_extractor.conv_layers.1.conv.weight": 188.69686889648438, "wav2vec2.feature_extractor.conv_layers.2.conv.weight": 188.61026000976562, "wav2vec2.feature_extractor.conv_layers.3.conv.weight": 188.4845428466797, "wav2vec2.feature_extractor.conv_layers.4.conv.weight": 184.91505432128906, "wav2vec2.feature_extractor.conv_layers.5.conv.weight": 120.39999389648438, "wav2vec2.feature_extractor.conv_layers.6.conv.weight": 118.69792938232422, "wav2vec2.feature_projection.layer_norm.weight": 0.12122640013694763, "wav2vec2.feature_projection.layer_norm.bias": 0.10322423279285431, "wav2vec2.feature_projection.projection.weight": 95.57086181640625, "wav2vec2.feature_projection.projection.bias": 0.18006229400634766, "wav2vec2.encoder.pos_conv_embed.conv.bias": 0.1805453896522522, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original0": 0.031081199645996094, "wav2vec2.encoder.pos_conv_embed.conv.parametrizations.weight.original1": 1110.71533203125, "wav2vec2.encoder.layer_norm.weight": 0.18402637541294098, "wav2vec2.encoder.layer_norm.bias": 0.16630375385284424, "wav2vec2.encoder.layers.0.attention.k_proj.weight": 144.38641357421875, "wav2vec2.encoder.layers.0.attention.k_proj.bias": 0.00021226532408036292, "wav2vec2.encoder.layers.0.attention.v_proj.weight": 139.4939727783203, "wav2vec2.encoder.layers.0.attention.v_proj.bias": 0.1658216416835785, "wav2vec2.encoder.layers.0.attention.q_proj.weight": 144.76087951660156, "wav2vec2.encoder.layers.0.attention.q_proj.bias": 0.1852535754442215, "wav2vec2.encoder.layers.0.attention.out_proj.weight": 139.71389770507812, "wav2vec2.encoder.layers.0.attention.out_proj.bias": 0.16977792978286743, "wav2vec2.encoder.layers.0.layer_norm.weight": 0.18257783353328705, "wav2vec2.encoder.layers.0.layer_norm.bias": 0.1717611402273178, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.weight": 563.072509765625, "wav2vec2.encoder.layers.0.feed_forward.intermediate_dense.bias": 0.6863212585449219, "wav2vec2.encoder.layers.0.feed_forward.output_dense.weight": 536.69677734375, "wav2vec2.encoder.layers.0.feed_forward.output_dense.bias": 0.16258567571640015, "wav2vec2.encoder.layers.0.final_layer_norm.weight": 0.1779612898826599, "wav2vec2.encoder.layers.0.final_layer_norm.bias": 0.16133515536785126, "wav2vec2.encoder.layers.1.attention.k_proj.weight": 141.54608154296875, "wav2vec2.encoder.layers.1.attention.k_proj.bias": 0.0003340582479722798, "wav2vec2.encoder.layers.1.attention.v_proj.weight": 141.06451416015625, "wav2vec2.encoder.layers.1.attention.v_proj.bias": 0.16799521446228027, "wav2vec2.encoder.layers.1.attention.q_proj.weight": 143.521728515625, "wav2vec2.encoder.layers.1.attention.q_proj.bias": 0.18497636914253235, "wav2vec2.encoder.layers.1.attention.out_proj.weight": 140.42034912109375, "wav2vec2.encoder.layers.1.attention.out_proj.bias": 0.1697714626789093, "wav2vec2.encoder.layers.1.layer_norm.weight": 0.1789291948080063, "wav2vec2.encoder.layers.1.layer_norm.bias": 0.17815856635570526, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.weight": 555.4046630859375, "wav2vec2.encoder.layers.1.feed_forward.intermediate_dense.bias": 0.7103993892669678, "wav2vec2.encoder.layers.1.feed_forward.output_dense.weight": 521.8118286132812, "wav2vec2.encoder.layers.1.feed_forward.output_dense.bias": 0.17094674706459045, "wav2vec2.encoder.layers.1.final_layer_norm.weight": 0.177160382270813, "wav2vec2.encoder.layers.1.final_layer_norm.bias": 0.16477252542972565, "wav2vec2.encoder.layers.2.attention.k_proj.weight": 141.6932830810547, "wav2vec2.encoder.layers.2.attention.k_proj.bias": 0.00022958387853577733, "wav2vec2.encoder.layers.2.attention.v_proj.weight": 141.12501525878906, "wav2vec2.encoder.layers.2.attention.v_proj.bias": 0.17160466313362122, "wav2vec2.encoder.layers.2.attention.q_proj.weight": 143.27825927734375, "wav2vec2.encoder.layers.2.attention.q_proj.bias": 0.17116549611091614, "wav2vec2.encoder.layers.2.attention.out_proj.weight": 141.10696411132812, "wav2vec2.encoder.layers.2.attention.out_proj.bias": 0.16904228925704956, "wav2vec2.encoder.layers.2.layer_norm.weight": 0.1861395388841629, "wav2vec2.encoder.layers.2.layer_norm.bias": 0.1646418571472168, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.weight": 570.001708984375, "wav2vec2.encoder.layers.2.feed_forward.intermediate_dense.bias": 0.7426944375038147, "wav2vec2.encoder.layers.2.feed_forward.output_dense.weight": 562.28076171875, "wav2vec2.encoder.layers.2.feed_forward.output_dense.bias": 0.18382148444652557, "wav2vec2.encoder.layers.2.final_layer_norm.weight": 0.18276575207710266, "wav2vec2.encoder.layers.2.final_layer_norm.bias": 0.18046137690544128, "wav2vec2.encoder.layers.3.attention.k_proj.weight": 143.83773803710938, "wav2vec2.encoder.layers.3.attention.k_proj.bias": 0.0004034991725347936, "wav2vec2.encoder.layers.3.attention.v_proj.weight": 142.76998901367188, "wav2vec2.encoder.layers.3.attention.v_proj.bias": 0.17740458250045776, "wav2vec2.encoder.layers.3.attention.q_proj.weight": 144.06263732910156, "wav2vec2.encoder.layers.3.attention.q_proj.bias": 0.18604952096939087, "wav2vec2.encoder.layers.3.attention.out_proj.weight": 141.8701171875, "wav2vec2.encoder.layers.3.attention.out_proj.bias": 0.17529115080833435, "wav2vec2.encoder.layers.3.layer_norm.weight": 0.1829429715871811, "wav2vec2.encoder.layers.3.layer_norm.bias": 0.17280006408691406, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.weight": 570.0573120117188, "wav2vec2.encoder.layers.3.feed_forward.intermediate_dense.bias": 0.7305623292922974, "wav2vec2.encoder.layers.3.feed_forward.output_dense.weight": 569.4931640625, "wav2vec2.encoder.layers.3.feed_forward.output_dense.bias": 0.18971049785614014, "wav2vec2.encoder.layers.3.final_layer_norm.weight": 0.192177414894104, "wav2vec2.encoder.layers.3.final_layer_norm.bias": 0.18982280790805817, "wav2vec2.encoder.layers.4.attention.k_proj.weight": 142.29312133789062, "wav2vec2.encoder.layers.4.attention.k_proj.bias": 0.00045785398106090724, "wav2vec2.encoder.layers.4.attention.v_proj.weight": 143.2886199951172, "wav2vec2.encoder.layers.4.attention.v_proj.bias": 0.17657506465911865, "wav2vec2.encoder.layers.4.attention.q_proj.weight": 143.90020751953125, "wav2vec2.encoder.layers.4.attention.q_proj.bias": 0.18007731437683105, "wav2vec2.encoder.layers.4.attention.out_proj.weight": 143.61822509765625, "wav2vec2.encoder.layers.4.attention.out_proj.bias": 0.17830334603786469, "wav2vec2.encoder.layers.4.layer_norm.weight": 0.1836678683757782, "wav2vec2.encoder.layers.4.layer_norm.bias": 0.17820009589195251, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.weight": 571.40234375, "wav2vec2.encoder.layers.4.feed_forward.intermediate_dense.bias": 0.747731626033783, "wav2vec2.encoder.layers.4.feed_forward.output_dense.weight": 568.891357421875, "wav2vec2.encoder.layers.4.feed_forward.output_dense.bias": 0.18017905950546265, "wav2vec2.encoder.layers.4.final_layer_norm.weight": 0.1791708767414093, "wav2vec2.encoder.layers.4.final_layer_norm.bias": 0.18038827180862427, "wav2vec2.encoder.layers.5.attention.k_proj.weight": 143.5699005126953, "wav2vec2.encoder.layers.5.attention.k_proj.bias": 0.00037119296030141413, "wav2vec2.encoder.layers.5.attention.v_proj.weight": 144.20529174804688, "wav2vec2.encoder.layers.5.attention.v_proj.bias": 0.1853862702846527, "wav2vec2.encoder.layers.5.attention.q_proj.weight": 143.6212158203125, "wav2vec2.encoder.layers.5.attention.q_proj.bias": 0.18467190861701965, "wav2vec2.encoder.layers.5.attention.out_proj.weight": 143.10635375976562, "wav2vec2.encoder.layers.5.attention.out_proj.bias": 0.1735578179359436, "wav2vec2.encoder.layers.5.layer_norm.weight": 0.17895649373531342, "wav2vec2.encoder.layers.5.layer_norm.bias": 0.1705886870622635, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.weight": 563.1197509765625, "wav2vec2.encoder.layers.5.feed_forward.intermediate_dense.bias": 0.7159278988838196, "wav2vec2.encoder.layers.5.feed_forward.output_dense.weight": 554.408203125, "wav2vec2.encoder.layers.5.feed_forward.output_dense.bias": 0.17858633399009705, "wav2vec2.encoder.layers.5.final_layer_norm.weight": 0.18165014684200287, "wav2vec2.encoder.layers.5.final_layer_norm.bias": 0.17760208249092102, "wav2vec2.encoder.layers.6.attention.k_proj.weight": 144.03958129882812, "wav2vec2.encoder.layers.6.attention.k_proj.bias": 0.0003545657964423299, "wav2vec2.encoder.layers.6.attention.v_proj.weight": 143.506591796875, "wav2vec2.encoder.layers.6.attention.v_proj.bias": 0.19098056852817535, "wav2vec2.encoder.layers.6.attention.q_proj.weight": 144.16909790039062, "wav2vec2.encoder.layers.6.attention.q_proj.bias": 0.1802137941122055, "wav2vec2.encoder.layers.6.attention.out_proj.weight": 143.13217163085938, "wav2vec2.encoder.layers.6.attention.out_proj.bias": 0.18595366179943085, "wav2vec2.encoder.layers.6.layer_norm.weight": 0.17764411866664886, "wav2vec2.encoder.layers.6.layer_norm.bias": 0.182199165225029, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.weight": 565.9471435546875, "wav2vec2.encoder.layers.6.feed_forward.intermediate_dense.bias": 0.7383196949958801, "wav2vec2.encoder.layers.6.feed_forward.output_dense.weight": 560.5221557617188, "wav2vec2.encoder.layers.6.feed_forward.output_dense.bias": 0.18617556989192963, "wav2vec2.encoder.layers.6.final_layer_norm.weight": 0.18839162588119507, "wav2vec2.encoder.layers.6.final_layer_norm.bias": 0.18619178235530853, "wav2vec2.encoder.layers.7.attention.k_proj.weight": 145.17269897460938, "wav2vec2.encoder.layers.7.attention.k_proj.bias": 0.00048527040053159, "wav2vec2.encoder.layers.7.attention.v_proj.weight": 144.7045440673828, "wav2vec2.encoder.layers.7.attention.v_proj.bias": 0.19158655405044556, "wav2vec2.encoder.layers.7.attention.q_proj.weight": 145.08758544921875, "wav2vec2.encoder.layers.7.attention.q_proj.bias": 0.20153731107711792, "wav2vec2.encoder.layers.7.attention.out_proj.weight": 143.9521026611328, "wav2vec2.encoder.layers.7.attention.out_proj.bias": 0.19077610969543457, "wav2vec2.encoder.layers.7.layer_norm.weight": 0.18632760643959045, "wav2vec2.encoder.layers.7.layer_norm.bias": 0.19440090656280518, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.weight": 566.8255615234375, "wav2vec2.encoder.layers.7.feed_forward.intermediate_dense.bias": 0.7398362755775452, "wav2vec2.encoder.layers.7.feed_forward.output_dense.weight": 558.21484375, "wav2vec2.encoder.layers.7.feed_forward.output_dense.bias": 0.19098132848739624, "wav2vec2.encoder.layers.7.final_layer_norm.weight": 0.1853625327348709, "wav2vec2.encoder.layers.7.final_layer_norm.bias": 0.19454282522201538, "wav2vec2.encoder.layers.8.attention.k_proj.weight": 143.0482940673828, "wav2vec2.encoder.layers.8.attention.k_proj.bias": 0.0004407613887451589, "wav2vec2.encoder.layers.8.attention.v_proj.weight": 146.931640625, "wav2vec2.encoder.layers.8.attention.v_proj.bias": 0.1881636083126068, "wav2vec2.encoder.layers.8.attention.q_proj.weight": 142.87374877929688, "wav2vec2.encoder.layers.8.attention.q_proj.bias": 0.1746630072593689, "wav2vec2.encoder.layers.8.attention.out_proj.weight": 146.58114624023438, "wav2vec2.encoder.layers.8.attention.out_proj.bias": 0.2027769237756729, "wav2vec2.encoder.layers.8.layer_norm.weight": 0.18909969925880432, "wav2vec2.encoder.layers.8.layer_norm.bias": 0.19881992042064667, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.weight": 588.4140625, "wav2vec2.encoder.layers.8.feed_forward.intermediate_dense.bias": 0.7738508582115173, "wav2vec2.encoder.layers.8.feed_forward.output_dense.weight": 618.2259521484375, "wav2vec2.encoder.layers.8.feed_forward.output_dense.bias": 0.222795307636261, "wav2vec2.encoder.layers.8.final_layer_norm.weight": 0.19893768429756165, "wav2vec2.encoder.layers.8.final_layer_norm.bias": 0.21899887919425964, "wav2vec2.encoder.layers.9.attention.k_proj.weight": 149.63331604003906, "wav2vec2.encoder.layers.9.attention.k_proj.bias": 0.0004992994945496321, "wav2vec2.encoder.layers.9.attention.v_proj.weight": 156.10076904296875, "wav2vec2.encoder.layers.9.attention.v_proj.bias": 0.21599459648132324, "wav2vec2.encoder.layers.9.attention.q_proj.weight": 147.77838134765625, "wav2vec2.encoder.layers.9.attention.q_proj.bias": 0.21131321787834167, "wav2vec2.encoder.layers.9.attention.out_proj.weight": 154.30545043945312, "wav2vec2.encoder.layers.9.attention.out_proj.bias": 0.22456179559230804, "wav2vec2.encoder.layers.9.layer_norm.weight": 0.2018209844827652, "wav2vec2.encoder.layers.9.layer_norm.bias": 0.22379374504089355, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.weight": 600.4217529296875, "wav2vec2.encoder.layers.9.feed_forward.intermediate_dense.bias": 0.8077253103256226, "wav2vec2.encoder.layers.9.feed_forward.output_dense.weight": 653.0960693359375, "wav2vec2.encoder.layers.9.feed_forward.output_dense.bias": 0.24293473362922668, "wav2vec2.encoder.layers.9.final_layer_norm.weight": 0.2137661874294281, "wav2vec2.encoder.layers.9.final_layer_norm.bias": 0.24598655104637146, "wav2vec2.encoder.layers.10.attention.k_proj.weight": 154.9351806640625, "wav2vec2.encoder.layers.10.attention.k_proj.bias": 0.0011164546012878418, "wav2vec2.encoder.layers.10.attention.v_proj.weight": 162.6906280517578, "wav2vec2.encoder.layers.10.attention.v_proj.bias": 0.23553632199764252, "wav2vec2.encoder.layers.10.attention.q_proj.weight": 149.21945190429688, "wav2vec2.encoder.layers.10.attention.q_proj.bias": 0.2000700682401657, "wav2vec2.encoder.layers.10.attention.out_proj.weight": 158.6458740234375, "wav2vec2.encoder.layers.10.attention.out_proj.bias": 0.2249646782875061, "wav2vec2.encoder.layers.10.layer_norm.weight": 0.21097806096076965, "wav2vec2.encoder.layers.10.layer_norm.bias": 0.23479139804840088, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.weight": 620.6585693359375, "wav2vec2.encoder.layers.10.feed_forward.intermediate_dense.bias": 0.8460715413093567, "wav2vec2.encoder.layers.10.feed_forward.output_dense.weight": 643.7247314453125, "wav2vec2.encoder.layers.10.feed_forward.output_dense.bias": 0.24648021161556244, "wav2vec2.encoder.layers.10.final_layer_norm.weight": 0.21239885687828064, "wav2vec2.encoder.layers.10.final_layer_norm.bias": 0.2681918740272522, "wav2vec2.encoder.layers.11.attention.k_proj.weight": 139.18600463867188, "wav2vec2.encoder.layers.11.attention.k_proj.bias": 0.01176935900002718, "wav2vec2.encoder.layers.11.attention.v_proj.weight": 172.22325134277344, "wav2vec2.encoder.layers.11.attention.v_proj.bias": 0.2534443736076355, "wav2vec2.encoder.layers.11.attention.q_proj.weight": 127.13728332519531, "wav2vec2.encoder.layers.11.attention.q_proj.bias": 0.17782068252563477, "wav2vec2.encoder.layers.11.attention.out_proj.weight": 167.721923828125, "wav2vec2.encoder.layers.11.attention.out_proj.bias": 0.2684006094932556, "wav2vec2.encoder.layers.11.layer_norm.weight": 0.22298216819763184, "wav2vec2.encoder.layers.11.layer_norm.bias": 0.26119422912597656, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.weight": 641.1251220703125, "wav2vec2.encoder.layers.11.feed_forward.intermediate_dense.bias": 0.9362329840660095, "wav2vec2.encoder.layers.11.feed_forward.output_dense.weight": 974.4816284179688, "wav2vec2.encoder.layers.11.feed_forward.output_dense.bias": 0.3489670753479004, "wav2vec2.encoder.layers.11.final_layer_norm.weight": 0.3087623715400696, "wav2vec2.encoder.layers.11.final_layer_norm.bias": 0.3383936882019043, "lm_head.weight": 16.384660720825195, "lm_head.bias": 0.02983543649315834}, "total_model_change": 23536.356366656284}]