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icefall-surt-libricss-dprnn-zipformer

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add librispeech init models

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  1. README.md +29 -0
  2. data/lang_bpe_500/bpe.model +3 -0
  3. exp/surt_base/pretrained.pt +3 -0
  4. exp/surt_base/tensorboard/events.out.tfevents.1682339108.r8n03.34391.0 +3 -0
  5. exp/surt_base/tensorboard/events.out.tfevents.1682520043.r8n03.213753.0 +3 -0
  6. exp/surt_base/tensorboard/events.out.tfevents.1682780126.r2n03.174623.0 +3 -0
  7. exp/surt_base/tensorboard/events.out.tfevents.1682780673.r7n08.248738.0 +3 -0
  8. exp/surt_base/tensorboard/events.out.tfevents.1682782917.r7n07.125258.0 +3 -0
  9. exp/surt_base/tensorboard/events.out.tfevents.1682790713.r2n07.211660.0 +3 -0
  10. exp/surt_base/tensorboard/events.out.tfevents.1682942265.r3n05.156265.0 +3 -0
  11. exp/surt_base_adapt/pretrained.pt +3 -0
  12. exp/surt_base_adapt/tensorboard/events.out.tfevents.1683775531.r8n04.352118.0 +3 -0
  13. exp/surt_large/pretrained.pt +3 -0
  14. exp/surt_large/tensorboard/events.out.tfevents.1682788615.r8n03.415059.0 +3 -0
  15. exp/surt_large/tensorboard/events.out.tfevents.1682942390.r8n03.161787.0 +3 -0
  16. exp/surt_large/tensorboard/events.out.tfevents.1682947040.r7n03.31143.0 +3 -0
  17. exp/surt_large/tensorboard/events.out.tfevents.1683069546.r7n03.432775.0 +3 -0
  18. exp/surt_large_adapt/pretrained.pt +3 -0
  19. exp/surt_large_adapt/tensorboard/events.out.tfevents.1683751984.r8n04.225298.0 +3 -0
  20. exp/zipformer_base.pt +3 -0
  21. exp/zipformer_large.pt +3 -0
README.md CHANGED
@@ -1,3 +1,32 @@
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  ---
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  license: apache-2.0
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: apache-2.0
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+ datasets:
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+ - libricss_surt
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+ language:
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+ - en
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+ metrics:
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+ - orc-wer
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  ---
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+ # LibriCSS dprnn_zipformer
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+
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+ This model is based on the icefall `dprnn_zipformer` recipe under `egs/libricss/SURT`.
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+ For details, refer to the README.md in the recipe.
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+
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+ ## Performance Record
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+
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+ The following results are obtained using the adapted models using modified beam search
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+ with a beam size of 4.
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+
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+ ### IHM-Mix
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+
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+ | Model | # params | 0L | 0S | OV10 | OV20 | OV30 | OV40 | Avg. |
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+ -----------------------------------------------------------------
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+ | dprnn_zipformer (base) | 26.7 | 5.1 | 4.2 | 13.7 | 18.7 | 20.5 | 20.6 | 13.8 |
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+ | dprnn_zipformer (large) | 37.9 | 4.6 | 3.8 | 12.7 | 14.3 | 16.7 | 21.2 | 12.2 |
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+
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+ ### SDM
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+
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+ | Model | # params | 0L | 0S | OV10 | OV20 | OV30 | OV40 | Avg. |
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+ -----------------------------------------------------------------
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+ | dprnn_zipformer (base) | 26.7 | 6.8 | 7.2 | 21.4 | 24.5 | 28.6 | 31.2 | 20.0 |
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+ | dprnn_zipformer (large) | 37.9 | 6.4 | 6.9 | 17.9 | 19.7 | 25.2 | 25.5 | 16.9 |
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