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metadata
license: mit
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*
  - config_name: finetune
    data_files:
      - split: train
        path: finetune/train-*
      - split: validation
        path: finetune/validation-*
      - split: test
        path: finetune/test-*
  - config_name: labeled_reliable
    data_files:
      - split: validation
        path: labeled_reliable/validation-*
      - split: test
        path: labeled_reliable/test-*
      - split: train
        path: labeled_reliable/train-*
  - config_name: phi4mm-zeroshot
    data_files:
      - split: validation
        path: phi4mm-zeroshot/validation-*
  - config_name: whisper-base-Min0_5-Max30_0-MinWordLen2
    data_files:
      - split: test
        path: whisper-base-Min0_5-Max30_0-MinWordLen2/test-*
  - config_name: whisper-base-en-Min0_5-Max30_0-MinWordLen2
    data_files:
      - split: test
        path: whisper-base-en-Min0_5-Max30_0-MinWordLen2/test-*
  - config_name: whisper-large-Min0_5-Max30_0-MinWordLen2
    data_files:
      - split: test
        path: whisper-large-Min0_5-Max30_0-MinWordLen2/test-*
  - config_name: whisper-large-v2_filtered_le50wer_lt30_ge3words
    data_files:
      - split: train
        path: whisper-large-v2_filtered_le50wer_lt30_ge3words/train-*
      - split: validation
        path: whisper-large-v2_filtered_le50wer_lt30_ge3words/validation-*
      - split: test
        path: whisper-large-v2_filtered_le50wer_lt30_ge3words/test-*
  - config_name: whisper-large-v3-Min0_5-Max30_0-MinWordLen0
    data_files:
      - split: test
        path: whisper-large-v3-Min0_5-Max30_0-MinWordLen0/test-*
  - config_name: whisper-large-v3-Min0_5-Max30_0-MinWordLen2
    data_files:
      - split: test
        path: whisper-large-v3-Min0_5-Max30_0-MinWordLen2/test-*
  - config_name: whisper-large-v3-turbo-Min0_5-Max30_0-MinWordLen2
    data_files:
      - split: test
        path: whisper-large-v3-turbo-Min0_5-Max30_0-MinWordLen2/test-*
  - config_name: whisper-large-v3-turbo-RSR_segmented-lora-Min0_5-Max30_0-MinWordLen0
    data_files:
      - split: test
        path: >-
          whisper-large-v3-turbo-RSR_segmented-lora-Min0_5-Max30_0-MinWordLen0/test-*
  - config_name: whisper-largev3-myst-fullfinetune-Min0_5-Max30_0-MinWordLen0
    data_files:
      - split: test
        path: whisper-largev3-myst-fullfinetune-Min0_5-Max30_0-MinWordLen0/test-*
  - config_name: whisper-medium-Min0_5-Max30_0-MinWordLen2
    data_files:
      - split: test
        path: whisper-medium-Min0_5-Max30_0-MinWordLen2/test-*
  - config_name: whisper-medium-en-Min0_5-Max30_0-MinWordLen2
    data_files:
      - split: test
        path: whisper-medium-en-Min0_5-Max30_0-MinWordLen2/test-*
  - config_name: whisper-small-Min0_5-Max30_0-MinWordLen2
    data_files:
      - split: test
        path: whisper-small-Min0_5-Max30_0-MinWordLen2/test-*
  - config_name: whisper-small-en-Min0_5-Max30_0-MinWordLen2
    data_files:
      - split: test
        path: whisper-small-en-Min0_5-Max30_0-MinWordLen2/test-*
  - config_name: whisper-tiny-Min0_5-Max30_0-MinWordLen0
    data_files:
      - split: test
        path: whisper-tiny-Min0_5-Max30_0-MinWordLen0/test-*
  - config_name: whisper-tiny-Min0_5-Max30_0-MinWordLen2
    data_files:
      - split: test
        path: whisper-tiny-Min0_5-Max30_0-MinWordLen2/test-*
  - config_name: whisper-tiny-RSR_segmented-lora-Min0_5-Max30_0-MinWordLen0
    data_files:
      - split: test
        path: whisper-tiny-RSR_segmented-lora-Min0_5-Max30_0-MinWordLen0/test-*
  - config_name: whisper-tiny-en-Min0_5-Max30_0-MinWordLen2
    data_files:
      - split: test
        path: whisper-tiny-en-Min0_5-Max30_0-MinWordLen2/test-*
  - config_name: whisper-tiny-myst-fullfinetune-Min0_5-Max30_0-MinWordLen0
    data_files:
      - split: test
        path: whisper-tiny-myst-fullfinetune-Min0_5-Max30_0-MinWordLen0/test-*
dataset_info:
  - config_name: default
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
    splits:
      - name: train
        num_bytes: 43732745924.625
        num_examples: 181323
      - name: validation
        num_bytes: 5529107838.5
        num_examples: 23652
      - name: test
        num_bytes: 5385316354
        num_examples: 22592
    download_size: 50216196525
    dataset_size: 54647170117.125
  - config_name: finetune
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
    splits:
      - name: train
        num_bytes: 12603945060.375
        num_examples: 51029
      - name: validation
        num_bytes: 2082115799.625
        num_examples: 8459
      - name: test
        num_bytes: 2224927204
        num_examples: 9200
    download_size: 16055315812
    dataset_size: 16910988064
  - config_name: labeled_reliable
    features:
      - name: audio_path
        dtype: audio
      - name: duration
        dtype: float64
      - name: partition
        dtype: string
      - name: student_id
        dtype: int64
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: float64
      - name: part
        dtype: int64
      - name: transcription
        dtype: string
      - name: __index_level_0__
        dtype: int64
      - name: clean_transcription
        dtype: string
    splits:
      - name: validation
        num_bytes: 1305054292.577
        num_examples: 9037
      - name: test
        num_bytes: 1625895604.264
        num_examples: 10096
      - name: train
        num_bytes: 9046814046.34
        num_examples: 55702
    download_size: 10809717330
    dataset_size: 11977763943.181
  - config_name: phi4mm-zeroshot
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: duration
        dtype: float64
      - name: partition
        dtype: string
      - name: student_id
        dtype: int64
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: float64
      - name: part
        dtype: int64
      - name: transcription
        dtype: string
      - name: __index_level_0__
        dtype: int64
      - name: clean_transcription
        dtype: string
      - name: prediction
        sequence: string
    splits:
      - name: validation
        num_bytes: 2423050710.375
        num_examples: 9037
    download_size: 2300084662
    dataset_size: 2423050710.375
  - config_name: whisper-base-Min0_5-Max30_0-MinWordLen2
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2785747229.916
        num_examples: 10834
    download_size: 2646737982
    dataset_size: 2785747229.916
  - config_name: whisper-base-en-Min0_5-Max30_0-MinWordLen2
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2785727727.916
        num_examples: 10834
    download_size: 2646707554
    dataset_size: 2785727727.916
  - config_name: whisper-large-Min0_5-Max30_0-MinWordLen2
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2785738612.916
        num_examples: 10834
    download_size: 2646696617
    dataset_size: 2785738612.916
  - config_name: whisper-large-v2_filtered_le50wer_lt30_ge3words
    features:
      - name: utt_id
        dtype: string
      - name: audio
        dtype: audio
      - name: text
        dtype: string
      - name: duration
        dtype: float64
    splits:
      - name: train
        num_bytes: 8238959103.309
        num_examples: 55647
      - name: validation
        num_bytes: 1123806544.375
        num_examples: 9029
      - name: test
        num_bytes: 1430516243.515
        num_examples: 10085
    download_size: 10799753464
    dataset_size: 10793281891.199
  - config_name: whisper-large-v3-Min0_5-Max30_0-MinWordLen0
    features:
      - name: utt_id
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float64
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 1490300859
        num_examples: 10076
    download_size: 1421045142
    dataset_size: 1490300859
  - config_name: whisper-large-v3-Min0_5-Max30_0-MinWordLen2
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2785687969.916
        num_examples: 10834
    download_size: 2646685346
    dataset_size: 2785687969.916
  - config_name: whisper-large-v3-turbo-Min0_5-Max30_0-MinWordLen2
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2785695278.916
        num_examples: 10834
    download_size: 2646689389
    dataset_size: 2785695278.916
  - config_name: whisper-large-v3-turbo-RSR_segmented-lora-Min0_5-Max30_0-MinWordLen0
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2868668741.152
        num_examples: 12348
    download_size: 2718520625
    dataset_size: 2868668741.152
  - config_name: whisper-largev3-myst-fullfinetune-Min0_5-Max30_0-MinWordLen0
    features:
      - name: utt_id
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float64
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 1490349324
        num_examples: 10076
    download_size: 1421074329
    dataset_size: 1490349324
  - config_name: whisper-medium-Min0_5-Max30_0-MinWordLen2
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2785717555.916
        num_examples: 10834
    download_size: 2646693573
    dataset_size: 2785717555.916
  - config_name: whisper-medium-en-Min0_5-Max30_0-MinWordLen2
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2785693899.916
        num_examples: 10834
    download_size: 2646688632
    dataset_size: 2785693899.916
  - config_name: whisper-small-Min0_5-Max30_0-MinWordLen2
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2785727432.916
        num_examples: 10834
    download_size: 2646701813
    dataset_size: 2785727432.916
  - config_name: whisper-small-en-Min0_5-Max30_0-MinWordLen2
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2785692360.916
        num_examples: 10834
    download_size: 2646693408
    dataset_size: 2785692360.916
  - config_name: whisper-tiny-Min0_5-Max30_0-MinWordLen0
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2868869550.152
        num_examples: 12348
    download_size: 2718697907
    dataset_size: 2868869550.152
  - config_name: whisper-tiny-Min0_5-Max30_0-MinWordLen2
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2785755651.916
        num_examples: 10834
    download_size: 2646735326
    dataset_size: 2785755651.916
  - config_name: whisper-tiny-RSR_segmented-lora-Min0_5-Max30_0-MinWordLen0
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2868383562.152
        num_examples: 12348
    download_size: 2718463502
    dataset_size: 2868383562.152
  - config_name: whisper-tiny-en-Min0_5-Max30_0-MinWordLen2
    features:
      - name: file
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float32
      - name: student_id
        dtype: string
      - name: date
        dtype: string
      - name: time
        dtype: string
      - name: module
        dtype: string
      - name: investigation
        dtype: string
      - name: part
        dtype: string
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 2785761833.916
        num_examples: 10834
    download_size: 2646742283
    dataset_size: 2785761833.916
  - config_name: whisper-tiny-myst-fullfinetune-Min0_5-Max30_0-MinWordLen0
    features:
      - name: utt_id
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: text
        dtype: string
      - name: duration
        dtype: float64
      - name: normalized_transcription
        dtype: string
      - name: prediction
        dtype: string
      - name: normalized_prediction
        dtype: string
      - name: wer
        dtype: float64
    splits:
      - name: test
        num_bytes: 1490318785
        num_examples: 10076
    download_size: 1421037824
    dataset_size: 1490318785

NOTE: This is not a public dataset, I couldn't share access.

There are two config for this dataset:

  1. By default, is loading the raw dataset with basically everything of the dataset

  2. There is another configuration is for finetune use, which is a preprocessed myst subset with

    • cleaned transcription (in the format w2v2 output)
    • duration, only 2~20 sec audio entries will be seen in this subset
    • *local file name: only for reference use locally.
  from datasets import load_dataset

  myst = load_dataset("MagicLuke/MyST", split="test")
  myst = load_dataset("MagicLuke/MyST", "finetune", split="test")