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segmentation

Voice Activity Detection
pyannote.audio
PyTorch
pyannote
pyannote-audio-model
audio
voice
speech
speaker
speaker-segmentation
overlapped-speech-detection
resegmentation
Model card Files Community
Hervé Bredin commited on
Commit
d24d0d1
·
1 Parent(s): 0915f86

fix: update RR to match with latest code/paper version

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Files changed (21) hide show
  1. README.md +6 -6
  2. reproducible_research/expected_outputs/osd/AMI.development.rttm +0 -0
  3. reproducible_research/expected_outputs/osd/AMI.test.rttm +0 -0
  4. reproducible_research/expected_outputs/osd/DIHARD.development.rttm +0 -0
  5. reproducible_research/expected_outputs/osd/DIHARD.test.rttm +0 -0
  6. reproducible_research/expected_outputs/osd/VoxConverse.development.rttm +0 -0
  7. reproducible_research/expected_outputs/osd/VoxConverse.test.rttm +0 -0
  8. reproducible_research/expected_outputs/rsg/AMI.development.rttm +0 -0
  9. reproducible_research/expected_outputs/rsg/AMI.test.rttm +0 -0
  10. reproducible_research/expected_outputs/rsg/DIHARD.development.rttm +0 -0
  11. reproducible_research/expected_outputs/rsg/DIHARD.test.rttm +0 -0
  12. reproducible_research/expected_outputs/rsg/VoxConverse.development.rttm +0 -0
  13. reproducible_research/expected_outputs/vad/AMI.development.rttm +0 -0
  14. reproducible_research/expected_outputs/vad/AMI.test.rttm +0 -0
  15. reproducible_research/expected_outputs/vad/DIHARD.development.rttm +0 -0
  16. reproducible_research/expected_outputs/vad/DIHARD.test.rttm +0 -0
  17. reproducible_research/expected_outputs/vad/VoxConverse.development.rttm +0 -0
  18. reproducible_research/expected_outputs/vad/VoxConverse.test.rttm +0 -0
  19. reproducible_research/expected_outputs/vbx/AMI.rttm +0 -0
  20. reproducible_research/expected_outputs/vbx/DIHARD.rttm +0 -0
  21. reproducible_research/expected_outputs/vbx/VoxConverse.rttm +0 -0
README.md CHANGED
@@ -90,15 +90,15 @@ In order to reproduce the results of the paper ["End-to-end speaker segmentation
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  Voice activity detection | `onset` | `offset` | `min_duration_on` | `min_duration_off`
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  ----------------|---------|----------|-------------------|-------------------
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- AMI Mix-Headset | 0.851 | 0.430 | 0.115 | 0.146
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- DIHARD3 | 0.855 | 0.292 | 0.036 | 0.001
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- VoxConverse | 0.883 | 0.688 | 0.106 | 0.526
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  Overlapped speech detection | `onset` | `offset` | `min_duration_on` | `min_duration_off`
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  ----------------|---------|----------|-------------------|-------------------
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- AMI Mix-Headset | 0.552 | 0.311 | 0.131 | 0.180
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- DIHARD3 | 0.564 | 0.264 | 0.158 | 0.080
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- VoxConverse | 0.617 | 0.387 | 0.367 | 0.334
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  Resegmentation of VBx | `onset` | `offset` | `min_duration_on` | `min_duration_off`
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  ----------------|---------|----------|-------------------|-------------------
 
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  Voice activity detection | `onset` | `offset` | `min_duration_on` | `min_duration_off`
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  ----------------|---------|----------|-------------------|-------------------
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+ AMI Mix-Headset | 0.684 | 0.577 | 0.181 | 0.037
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+ DIHARD3 | 0.767 | 0.377 | 0.136 | 0.067
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+ VoxConverse | 0.767 | 0.713 | 0.182 | 0.501
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  Overlapped speech detection | `onset` | `offset` | `min_duration_on` | `min_duration_off`
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  ----------------|---------|----------|-------------------|-------------------
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+ AMI Mix-Headset | 0.448 | 0.362 | 0.116 | 0.187
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+ DIHARD3 | 0.430 | 0.320 | 0.091 | 0.144
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+ VoxConverse | 0.587 | 0.426 | 0.337 | 0.112
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  Resegmentation of VBx | `onset` | `offset` | `min_duration_on` | `min_duration_off`
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  ----------------|---------|----------|-------------------|-------------------
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