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  1. .hfignore +10 -0
  2. README.md +339 -1
  3. data/distortion-00003-of-00057.parquet +3 -0
  4. data/distortion-00008-of-00057.parquet +3 -0
  5. data/distortion-00020-of-00057.parquet +3 -0
  6. data/distortion-00028-of-00057.parquet +3 -0
  7. data/distortion-00030-of-00057.parquet +3 -0
  8. data/distortion-00035-of-00057.parquet +3 -0
  9. data/dropout-00030-of-00057.parquet +3 -0
  10. data/echo-00012-of-00057.parquet +3 -0
  11. data/echo-00040-of-00057.parquet +3 -0
  12. data/echo-00049-of-00057.parquet +3 -0
  13. data/echo_noise-00002-of-00003.parquet +3 -0
  14. data/echo_recording_distortion-00002-of-00003.parquet +3 -0
  15. data/far_field-00035-of-00057.parquet +3 -0
  16. data/far_field_dropout-00027-of-00041.parquet +3 -0
  17. data/far_field_dropout-00037-of-00041.parquet +3 -0
  18. data/far_field_dropout-00038-of-00041.parquet +3 -0
  19. data/far_field_noise-00011-of-00131.parquet +3 -0
  20. data/far_field_noise-00058-of-00131.parquet +3 -0
  21. data/far_field_noise-00079-of-00131.parquet +3 -0
  22. data/far_field_noise-00104-of-00131.parquet +3 -0
  23. data/far_field_recording-00010-of-00040.parquet +3 -0
  24. data/far_field_recording-00031-of-00040.parquet +3 -0
  25. data/far_field_recording_distortion_dropout-00002-of-00003.parquet +3 -0
  26. data/far_field_recording_dropout_noise-00001-of-00003.parquet +3 -0
  27. data/noise-00003-of-00131.parquet +3 -0
  28. data/noise-00007-of-00131.parquet +3 -0
  29. data/noise-00020-of-00131.parquet +3 -0
  30. data/noise-00021-of-00131.parquet +3 -0
  31. data/noise-00026-of-00131.parquet +3 -0
  32. data/noise-00034-of-00131.parquet +3 -0
  33. data/noise-00040-of-00131.parquet +3 -0
  34. data/noise-00043-of-00131.parquet +3 -0
  35. data/noise-00048-of-00131.parquet +3 -0
  36. data/noise-00049-of-00131.parquet +3 -0
  37. data/noise_dropout-00003-of-00040.parquet +3 -0
  38. data/obstructed-00014-of-00057.parquet +3 -0
  39. data/obstructed-00017-of-00057.parquet +3 -0
  40. data/obstructed-00039-of-00057.parquet +3 -0
  41. data/obstructed-00042-of-00057.parquet +3 -0
  42. data/obstructed-00053-of-00057.parquet +3 -0
  43. data/obstructed_recording_dropout-00002-of-00003.parquet +3 -0
  44. data/recording-00003-of-00057.parquet +3 -0
  45. data/recording-00006-of-00057.parquet +3 -0
  46. data/recording-00021-of-00057.parquet +3 -0
  47. data/recording-00048-of-00057.parquet +3 -0
  48. data/recording-00050-of-00057.parquet +3 -0
  49. data/recording_dropout-00002-of-00003.parquet +3 -0
  50. data/recording_dropout_noise-00000-of-00003.parquet +3 -0
.hfignore ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
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+ .cache/
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+ cache/
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+ *.tmp
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+ *.log
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+ log
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+ manifest.json
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+ duplicate_report.json
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+ meta.jsonl
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+ metadata.jsonl
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+ scripts/
README.md CHANGED
@@ -1,3 +1,341 @@
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  ---
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- license: mit
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ language:
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+ - en
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+ - zh
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+ task_categories:
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+ - automatic-speech-recognition
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+ tags:
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+ - audio
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+ - speech
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+ - asr
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+ - robustness
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+ - noisy-speech
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+ pretty_name: Voices in the Wild
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: distortion
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+ path: data/distortion-*.parquet
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+ - split: distortion_dropout
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+ path: data/distortion_dropout-*.parquet
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+ - split: distortion_dropout_noise
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+ path: data/distortion_dropout_noise-*.parquet
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+ - split: distortion_noise
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+ path: data/distortion_noise-*.parquet
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+ - split: dropout
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+ path: data/dropout-*.parquet
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+ - split: echo
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+ path: data/echo-*.parquet
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+ - split: echo_distortion
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+ path: data/echo_distortion-*.parquet
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+ - split: echo_distortion_dropout
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+ path: data/echo_distortion_dropout-*.parquet
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+ - split: echo_distortion_dropout_noise
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+ path: data/echo_distortion_dropout_noise-*.parquet
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+ - split: echo_dropout
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+ path: data/echo_dropout-*.parquet
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+ - split: echo_noise
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+ path: data/echo_noise-*.parquet
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+ - split: echo_recording
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+ path: data/echo_recording-*.parquet
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+ - split: echo_recording_distortion
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+ path: data/echo_recording_distortion-*.parquet
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+ - split: echo_recording_distortion_dropout
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+ path: data/echo_recording_distortion_dropout-*.parquet
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+ - split: echo_recording_distortion_dropout_noise
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+ path: data/echo_recording_distortion_dropout_noise-*.parquet
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+ - split: echo_recording_distortion_noise
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+ path: data/echo_recording_distortion_noise-*.parquet
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+ - split: echo_recording_dropout
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+ path: data/echo_recording_dropout-*.parquet
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+ - split: echo_recording_dropout_noise
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+ path: data/echo_recording_dropout_noise-*.parquet
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+ - split: far_field
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+ path: data/far_field-*.parquet
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+ - split: far_field_distortion
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+ path: data/far_field_distortion-*.parquet
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+ - split: far_field_distortion_dropout
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+ path: data/far_field_distortion_dropout-*.parquet
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+ - split: far_field_distortion_dropout_noise
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+ path: data/far_field_distortion_dropout_noise-*.parquet
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+ - split: far_field_dropout
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+ path: data/far_field_dropout-*.parquet
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+ - split: far_field_noise
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+ path: data/far_field_noise-*.parquet
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+ - split: far_field_recording
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+ path: data/far_field_recording-*.parquet
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+ - split: far_field_recording_distortion
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+ path: data/far_field_recording_distortion-*.parquet
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+ - split: far_field_recording_distortion_dropout
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+ path: data/far_field_recording_distortion_dropout-*.parquet
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+ - split: far_field_recording_distortion_dropout_noise
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+ path: data/far_field_recording_distortion_dropout_noise-*.parquet
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+ - split: far_field_recording_distortion_noise
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+ path: data/far_field_recording_distortion_noise-*.parquet
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+ - split: far_field_recording_dropout
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+ path: data/far_field_recording_dropout-*.parquet
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+ - split: far_field_recording_dropout_noise
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+ path: data/far_field_recording_dropout_noise-*.parquet
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+ - split: noise
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+ path: data/noise-*.parquet
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+ - split: noise_dropout
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+ path: data/noise_dropout-*.parquet
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+ - split: obstructed
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+ path: data/obstructed-*.parquet
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+ - split: obstructed_distortion
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+ path: data/obstructed_distortion-*.parquet
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+ - split: obstructed_distortion_dropout
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+ path: data/obstructed_distortion_dropout-*.parquet
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+ - split: obstructed_distortion_dropout_noise
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+ path: data/obstructed_distortion_dropout_noise-*.parquet
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+ - split: obstructed_dropout
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+ path: data/obstructed_dropout-*.parquet
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+ - split: obstructed_noise
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+ path: data/obstructed_noise-*.parquet
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+ - split: obstructed_recording
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+ path: data/obstructed_recording-*.parquet
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+ - split: obstructed_recording_distortion
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+ path: data/obstructed_recording_distortion-*.parquet
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+ - split: obstructed_recording_distortion_dropout
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+ path: data/obstructed_recording_distortion_dropout-*.parquet
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+ - split: obstructed_recording_distortion_dropout_noise
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+ path: data/obstructed_recording_distortion_dropout_noise-*.parquet
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+ - split: obstructed_recording_distortion_noise
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+ path: data/obstructed_recording_distortion_noise-*.parquet
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+ - split: obstructed_recording_dropout
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+ path: data/obstructed_recording_dropout-*.parquet
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+ - split: obstructed_recording_dropout_noise
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+ path: data/obstructed_recording_dropout_noise-*.parquet
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+ - split: recording
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+ path: data/recording-*.parquet
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+ - split: recording_distortion
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+ path: data/recording_distortion-*.parquet
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+ - split: recording_distortion_dropout
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+ path: data/recording_distortion_dropout-*.parquet
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+ - split: recording_distortion_dropout_noise
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+ path: data/recording_distortion_dropout_noise-*.parquet
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+ - split: recording_distortion_noise
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+ path: data/recording_distortion_noise-*.parquet
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+ - split: recording_dropout
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+ path: data/recording_dropout-*.parquet
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+ - split: recording_dropout_noise
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+ path: data/recording_dropout_noise-*.parquet
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+ - split: recording_noise
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+ path: data/recording_noise-*.parquet
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+ dataset_info:
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+ features:
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+ - name: audio
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+ dtype: audio
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+ - name: file_name
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+ dtype: string
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+ - name: audio_path
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+ dtype: string
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+ - name: question
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+ dtype: string
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+ - name: answer
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+ dtype: string
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+ - name: text
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+ dtype: string
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+ - name: subset
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+ dtype: string
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+ - name: prediction
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+ dtype: string
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+ - name: name
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+ dtype: string
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+ - name: index
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+ dtype: int64
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+ - name: distortion_dropout
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+ - name: dropout
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+ num_examples: 47450
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+ - name: echo_distortion
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+ num_bytes: 630980880
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+ - name: echo_distortion_dropout
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+ num_examples: 2108
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+ - name: echo_distortion_dropout_noise
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+ num_examples: 2114
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+ - name: echo_dropout
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+ - name: obstructed_recording_distortion
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+ - name: obstructed_recording_distortion_dropout
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+ - name: obstructed_recording_distortion_dropout_noise
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+ num_examples: 2065
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+ - name: obstructed_recording_distortion_noise
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+ num_examples: 2013
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+ - name: obstructed_recording_dropout
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+ num_examples: 2038
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+ - name: obstructed_recording_dropout_noise
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+ num_examples: 2138
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+ - name: recording
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+ - name: recording_distortion
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+ num_examples: 2038
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+ - name: recording_distortion_dropout
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+ num_examples: 2088
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+ - name: recording_distortion_dropout_noise
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+ num_examples: 1977
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+ - name: recording_distortion_noise
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+ - name: recording_dropout
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+ - name: recording_dropout_noise
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+ - name: recording_noise
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+ num_examples: 1961
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  ---
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+
312
+ # Voices in the Wild
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+
314
+ Voices in the Wild is an automatic speech recognition dataset for robustness training and evaluation under diverse acoustic conditions. Audio files use public sequential names and are grouped only by normalized acoustic subset.
315
+
316
+ ## Data Fields
317
+
318
+ - `file_name`: relative path to the audio file.
319
+ - `audio_path`: audio path retained for local tooling.
320
+ - `text`: transcription alias copied from `answer`.
321
+ - `answer`: reference transcription.
322
+ - `question`: transcription instruction.
323
+ - `subset`: normalized acoustic condition category.
324
+ - `prediction`: empty placeholder for model output.
325
+ - `name`: public sample identifier.
326
+ - `index`: integer sample index.
327
+
328
+ ## Dataset Size
329
+
330
+ - Total examples: 645925
331
+ - Subset categories: 54
332
+
333
+ ## Loading
334
+
335
+ ```python
336
+ from datasets import load_dataset, Audio
337
+
338
+ ds = load_dataset("audiofolder", data_dir="/path/to/Voices-in-the-Wild")
339
+ ds = ds.cast_column("audio", Audio())
340
+ print(ds["train"][0])
341
+ ```
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