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Datasets:
labhamlet
/
Nat-HEAR-localization

Modalities:
Audio
Text
Formats:
webdataset
Size:
10K - 100K
Libraries:
Datasets
WebDataset
License:
Dataset card Data Studio Files
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  1. esc50-v2.0.0-full_tar/fold00.json +2002 -0
  2. esc50-v2.0.0-full_tar/fold01.json +2002 -0
  3. esc50-v2.0.0-full_tar/fold02.json +2002 -0
  4. esc50-v2.0.0-full_tar/fold03.json +2002 -0
  5. esc50-v2.0.0-full_tar/fold04.json +2002 -0
  6. esc50-v2.0.0-full_tar/labelvocabulary.csv +51 -0
  7. esc50-v2.0.0-full_tar/task_metadata.json +34 -0
  8. speech_commands-v0.0.2-5h_tar/32000/test/shard-000001.tar.gz +3 -0
  9. speech_commands-v0.0.2-5h_tar/32000/test/shard-000002.tar.gz +3 -0
  10. speech_commands-v0.0.2-5h_tar/32000/test/shard-000003.tar.gz +3 -0
  11. speech_commands-v0.0.2-5h_tar/32000/test/shard-000004.tar.gz +3 -0
  12. speech_commands-v0.0.2-5h_tar/32000/test/shard-000006.tar.gz +3 -0
  13. speech_commands-v0.0.2-5h_tar/32000/test/shard-000007.tar.gz +3 -0
  14. speech_commands-v0.0.2-5h_tar/32000/test/shard-000008.tar.gz +3 -0
  15. speech_commands-v0.0.2-5h_tar/32000/test/shard-000010.tar.gz +3 -0
  16. speech_commands-v0.0.2-5h_tar/32000/test/shard-000011.tar.gz +3 -0
  17. speech_commands-v0.0.2-5h_tar/32000/test/shard-000012.tar.gz +3 -0
  18. speech_commands-v0.0.2-5h_tar/32000/test/shard-000013.tar.gz +3 -0
  19. speech_commands-v0.0.2-5h_tar/32000/test/shard-000014.tar.gz +3 -0
  20. speech_commands-v0.0.2-5h_tar/32000/test/shard-000017.tar.gz +3 -0
  21. speech_commands-v0.0.2-5h_tar/32000/test/shard-000018.tar.gz +3 -0
  22. speech_commands-v0.0.2-5h_tar/32000/test/shard-000019.tar.gz +3 -0
  23. speech_commands-v0.0.2-5h_tar/32000/test/shard-000020.tar.gz +3 -0
  24. speech_commands-v0.0.2-5h_tar/32000/test/shard-000021.tar.gz +3 -0
  25. speech_commands-v0.0.2-5h_tar/32000/test/shard-000022.tar.gz +3 -0
  26. speech_commands-v0.0.2-5h_tar/32000/test/shard-000024.tar.gz +3 -0
  27. speech_commands-v0.0.2-5h_tar/32000/test/shard-000026.tar.gz +3 -0
  28. speech_commands-v0.0.2-5h_tar/32000/test/shard-000027.tar.gz +3 -0
  29. speech_commands-v0.0.2-5h_tar/32000/test/shard-000030.tar.gz +3 -0
  30. speech_commands-v0.0.2-5h_tar/32000/test/shard-000031.tar.gz +3 -0
  31. speech_commands-v0.0.2-5h_tar/32000/test/shard-000032.tar.gz +3 -0
  32. speech_commands-v0.0.2-5h_tar/32000/test/shard-000034.tar.gz +3 -0
  33. speech_commands-v0.0.2-5h_tar/32000/test/shard-000036.tar.gz +3 -0
  34. speech_commands-v0.0.2-5h_tar/32000/test/shard-000037.tar.gz +3 -0
  35. speech_commands-v0.0.2-5h_tar/32000/test/shard-000038.tar.gz +3 -0
  36. speech_commands-v0.0.2-5h_tar/32000/test/shard-000040.tar.gz +3 -0
  37. speech_commands-v0.0.2-5h_tar/32000/test/shard-000041.tar.gz +3 -0
  38. speech_commands-v0.0.2-5h_tar/32000/test/shard-000042.tar.gz +3 -0
  39. speech_commands-v0.0.2-5h_tar/32000/test/shard-000043.tar.gz +3 -0
  40. speech_commands-v0.0.2-5h_tar/32000/test/shard-000044.tar.gz +3 -0
  41. speech_commands-v0.0.2-5h_tar/32000/test/shard-000045.tar.gz +3 -0
  42. speech_commands-v0.0.2-5h_tar/32000/test/shard-000046.tar.gz +3 -0
  43. speech_commands-v0.0.2-5h_tar/32000/test/shard-000048.tar.gz +3 -0
  44. speech_commands-v0.0.2-5h_tar/labelvocabulary.csv +13 -0
  45. speech_commands-v0.0.2-5h_tar/resample.py +25 -0
  46. speech_commands-v0.0.2-5h_tar/task_metadata.json +39 -0
  47. speech_commands-v0.0.2-5h_tar/test.json +0 -0
  48. speech_commands-v0.0.2-5h_tar/train.json +0 -0
  49. speech_commands-v0.0.2-5h_tar/valid.json +0 -0
  50. upload.py +11 -0
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speech_commands-v0.0.2-5h_tar/labelvocabulary.csv ADDED
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+ idx,label
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+ 0,_silence_
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+ 1,_unknown_
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+ 2,down
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+ 3,go
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+ 4,left
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+ 5,no
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+ 6,off
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+ 7,on
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+ 8,right
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+ 10,up
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+ 11,yes
speech_commands-v0.0.2-5h_tar/resample.py ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import torchaudio
2
+ import os
3
+ import glob
4
+ import tqdm
5
+
6
+ TARGET = 16000
7
+ os.makedirs(f"{TARGET}", exist_ok = True)
8
+ def resample(audio, sr, target):
9
+ return torchaudio.functional.resample(
10
+ audio,
11
+ sr,
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+ target,
13
+ lowpass_filter_width=64,
14
+ rolloff=0.9475937167399596,
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+ resampling_method="sinc_interp_kaiser",
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+ beta=14.769656459379492,
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+ )
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+
19
+ files = sorted(glob.glob("**/*.wav", recursive = True))
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+ for file in tqdm.tqdm(files):
21
+ audio, sr = torchaudio.load(file)
22
+ _, split, audio_name = file.split("/")
23
+ resampled = resample(audio, sr, TARGET)
24
+ os.makedirs(os.path.join(str(TARGET), split), exist_ok = True)
25
+ torchaudio.save(os.path.join(str(TARGET), split, audio_name), resampled, TARGET, channels_first = True)
speech_commands-v0.0.2-5h_tar/task_metadata.json ADDED
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+ {
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+ "task_name": "speech_commands",
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+ "version": "v0.0.2",
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+ "embedding_type": "scene",
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+ "prediction_type": "multilabel",
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+ "split_mode": "trainvaltest",
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+ "sample_duration": 1.0,
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+ "evaluation": [
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+ "DOE",
10
+ "MAE",
11
+ "3d_source_local_x",
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+ "3d_source_local_y",
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+ "3d_source_local_z"],
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+ "download_urls": [
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+ {
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+ "split": "train",
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+ "url": "http://download.tensorflow.org/data/speech_commands_v0.02.tar.gz",
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+ "md5": "6b74f3901214cb2c2934e98196829835"
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+ },
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+ {
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+ "split": "test",
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+ "url": "http://download.tensorflow.org/data/speech_commands_test_set_v0.02.tar.gz",
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+ "md5": "854c580ee90bff80c516491c84544e32"
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+ }
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+ ],
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+ "default_mode": "5h",
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+ "max_task_duration_by_split": {
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+ "train": 16000.0,
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+ "valid": 2000.0,
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+ "test": "null"
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+ },
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+ "tmp_dir": "_workdir",
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+ "mode": "5h",
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+ "splits": [
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+ "train",
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+ "valid",
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+ "test"
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+ ]
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+ }
speech_commands-v0.0.2-5h_tar/test.json ADDED
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speech_commands-v0.0.2-5h_tar/train.json ADDED
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speech_commands-v0.0.2-5h_tar/valid.json ADDED
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upload.py ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from huggingface_hub import HfApi
2
+ from huggingface_hub import login
3
+ import os
4
+
5
+ api = HfApi()
6
+
7
+ api.upload_large_folder(
8
+ repo_id="labhamlet/Nat-HEAR-localization",
9
+ repo_type="dataset",
10
+ folder_path=".",
11
+ )