| --- |
| license: mit |
| configs: |
| - config_name: CrisperWhisper |
| data_files: |
| - split: validation |
| path: CrisperWhisper/validation-* |
| - 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-fewshot-diffspeaker-content-prompt-v2-1-0 |
| data_files: |
| - split: validation |
| path: phi4mm-fewshot-diffspeaker-content-prompt-v2-1-0/validation-* |
| - config_name: phi4mm-fewshot-diffspeaker-whisper-prompt-v0-0-0 |
| data_files: |
| - split: validation |
| path: phi4mm-fewshot-diffspeaker-whisper-prompt-v0-0-0/validation-* |
| - config_name: phi4mm-fewshot-prompt-tuning |
| data_files: |
| - split: validation |
| path: phi4mm-fewshot-prompt-tuning/validation-* |
| - config_name: phi4mm-fewshot-samespeaker-whisper-prompt-v2-1-0 |
| data_files: |
| - split: validation |
| path: phi4mm-fewshot-samespeaker-whisper-prompt-v2-1-0/validation-* |
| - config_name: phi4mm-fewshots-samespeaker-random |
| data_files: |
| - split: validation |
| path: phi4mm-fewshots-samespeaker-random/validation-* |
| - 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 |
| data_files: |
| - split: validation |
| path: whisper-large-v3/validation-* |
| - 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 |
| data_files: |
| - split: validation |
| path: whisper-large-v3-turbo/validation-* |
| - 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: CrisperWhisper |
| features: |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 16000 |
| - name: duration |
| dtype: float64 |
| - name: partition |
| dtype: string |
| - 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: transcription |
| dtype: string |
| - name: label |
| dtype: string |
| - name: prediction |
| dtype: string |
| splits: |
| - name: validation |
| num_bytes: 2422827017.375 |
| num_examples: 9037 |
| download_size: 2299963217 |
| dataset_size: 2422827017.375 |
| - 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: 5385316354.0 |
| 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: 2224927204.0 |
| num_examples: 9200 |
| download_size: 16055315812 |
| dataset_size: 16910988064.0 |
| - config_name: labeled_reliable |
| features: |
| - name: audio |
| dtype: audio |
| - name: duration |
| dtype: float64 |
| - name: partition |
| dtype: string |
| - 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: transcription |
| dtype: string |
| - name: label |
| dtype: string |
| splits: |
| - name: validation |
| num_bytes: 1304962538.577 |
| num_examples: 9037 |
| - name: test |
| num_bytes: 1625792041.264 |
| num_examples: 10096 |
| - name: train |
| num_bytes: 9046253421.34 |
| num_examples: 55702 |
| download_size: 10809011961 |
| dataset_size: 11977008001.181 |
| - config_name: phi4mm-fewshot-diffspeaker-content-prompt-v2-1-0 |
| features: |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 16000 |
| - name: duration |
| dtype: float64 |
| - name: partition |
| dtype: string |
| - 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: transcription |
| dtype: string |
| - name: label |
| dtype: string |
| - name: content |
| sequence: float32 |
| - name: prediction_w_1shots |
| dtype: string |
| - name: prediction_w_2shots |
| dtype: string |
| - name: prediction_w_3shots |
| dtype: string |
| - name: prediction_w_4shots |
| dtype: string |
| - name: prediction_w_5shots |
| dtype: string |
| - name: prediction_w_6shots |
| dtype: string |
| - name: prediction_w_7shots |
| dtype: string |
| - name: prediction_w_8shots |
| dtype: string |
| splits: |
| - name: validation |
| num_bytes: 2456301219.375 |
| num_examples: 9037 |
| download_size: 2345378979 |
| dataset_size: 2456301219.375 |
| - config_name: phi4mm-fewshot-diffspeaker-whisper-prompt-v0-0-0 |
| features: |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 16000 |
| - name: duration |
| dtype: float64 |
| - name: partition |
| dtype: string |
| - 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: transcription |
| dtype: string |
| - name: label |
| dtype: string |
| - name: whisper-medium |
| sequence: float32 |
| - name: prediction_w_1shots |
| dtype: string |
| - name: prediction_w_2shots |
| dtype: string |
| - name: prediction_w_3shots |
| dtype: string |
| - name: prediction_w_4shots |
| dtype: string |
| splits: |
| - name: validation |
| num_bytes: 2499410267.375 |
| num_examples: 9037 |
| download_size: 2416853834 |
| dataset_size: 2499410267.375 |
| - config_name: phi4mm-fewshot-prompt-tuning |
| features: |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 16000 |
| - name: duration |
| dtype: float64 |
| - name: partition |
| dtype: string |
| - 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: transcription |
| dtype: string |
| - name: label |
| dtype: string |
| - name: whisper-medium |
| sequence: float32 |
| - name: prediction_w_1shots |
| dtype: string |
| - name: prediction_w_2shots |
| dtype: string |
| - name: prediction_w_3shots |
| dtype: string |
| - name: prediction_w_4shots |
| dtype: string |
| splits: |
| - name: validation |
| num_bytes: 2498612638.375 |
| num_examples: 9037 |
| download_size: 2416352869 |
| dataset_size: 2498612638.375 |
| - config_name: phi4mm-fewshot-samespeaker-whisper-prompt-v2-1-0 |
| features: |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 16000 |
| - name: duration |
| dtype: float64 |
| - name: partition |
| dtype: string |
| - 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: transcription |
| dtype: string |
| - name: label |
| dtype: string |
| - name: whisper-medium |
| sequence: float32 |
| - name: prediction_w_1shots |
| dtype: string |
| - name: prediction_w_2shots |
| dtype: string |
| - name: prediction_w_3shots |
| dtype: string |
| - name: prediction_w_4shots |
| dtype: string |
| splits: |
| - name: validation |
| num_bytes: 2499389723.375 |
| num_examples: 9037 |
| download_size: 2416821139 |
| dataset_size: 2499389723.375 |
| - config_name: phi4mm-fewshots-samespeaker-random |
| features: |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 16000 |
| - name: duration |
| dtype: float64 |
| - name: partition |
| dtype: string |
| - 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: transcription |
| dtype: string |
| - name: label |
| dtype: string |
| - name: prediction_w_1shots |
| dtype: string |
| - name: prediction_w_2shots |
| dtype: string |
| - name: prediction_w_3shots |
| dtype: string |
| - name: prediction_w_4shots |
| dtype: string |
| splits: |
| - name: validation |
| num_bytes: 2425289972.375 |
| num_examples: 9037 |
| download_size: 2301368696 |
| dataset_size: 2425289972.375 |
| - config_name: phi4mm-zeroshot |
| features: |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 16000 |
| - name: duration |
| dtype: float64 |
| - name: partition |
| dtype: string |
| - name: student_id |
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| - name: date |
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| - name: investigation |
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| - name: part |
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| - name: transcription |
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| - name: __index_level_0__ |
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| - name: clean_transcription |
| dtype: string |
| - name: prediction |
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| - name: whisper_normalized_label |
| dtype: string |
| - name: whisper_normalized_prediction |
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| - name: cer |
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| - name: wer |
| dtype: float64 |
| splits: |
| - name: validation |
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| num_examples: 9037 |
| download_size: 2301147748 |
| dataset_size: 2424774694.301 |
| - config_name: whisper-base-Min0_5-Max30_0-MinWordLen2 |
| features: |
| - name: file |
| dtype: string |
| - name: audio |
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| audio: |
| sampling_rate: 16000 |
| - name: text |
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| - name: student_id |
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| - name: investigation |
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| - name: part |
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| - name: normalized_transcription |
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| - name: prediction |
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| - name: normalized_prediction |
| dtype: string |
| - name: wer |
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| splits: |
| - name: test |
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| num_examples: 10834 |
| download_size: 2646737982 |
| dataset_size: 2785747229.916 |
| - config_name: whisper-base-en-Min0_5-Max30_0-MinWordLen2 |
| features: |
| - name: file |
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| audio: |
| sampling_rate: 16000 |
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| - name: investigation |
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| - name: part |
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| - name: normalized_transcription |
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| - name: prediction |
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| - name: normalized_prediction |
| dtype: string |
| - name: wer |
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| - name: test |
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| download_size: 2646707554 |
| dataset_size: 2785727727.916 |
| - config_name: whisper-large-Min0_5-Max30_0-MinWordLen2 |
| features: |
| - name: file |
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| audio: |
| sampling_rate: 16000 |
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| - name: normalized_transcription |
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| - name: normalized_prediction |
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| - name: wer |
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| - name: test |
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| - config_name: whisper-large-v2_filtered_le50wer_lt30_ge3words |
| features: |
| - name: utt_id |
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| - name: audio |
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| - name: text |
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| - name: train |
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| - name: test |
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| num_examples: 10085 |
| download_size: 10799753464 |
| dataset_size: 10793281891.199 |
| - config_name: whisper-large-v3 |
| features: |
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| sampling_rate: 16000 |
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| - name: prediction |
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| - name: validation |
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| - config_name: whisper-large-v3-Min0_5-Max30_0-MinWordLen0 |
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| - name: utt_id |
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| sampling_rate: 16000 |
| - name: text |
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| - name: normalized_transcription |
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| - name: prediction |
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| - name: normalized_prediction |
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| - name: wer |
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| splits: |
| - name: test |
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| num_examples: 10076 |
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| - 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 |
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| - name: student_id |
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| - name: date |
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| - name: time |
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| - name: module |
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| - name: investigation |
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| - name: part |
| dtype: string |
| - name: normalized_transcription |
| dtype: string |
| - name: prediction |
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| - name: normalized_prediction |
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| - name: wer |
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| splits: |
| - name: test |
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| - config_name: whisper-large-v3-turbo |
| features: |
| - name: audio |
| dtype: |
| audio: |
| sampling_rate: 16000 |
| - name: duration |
| dtype: float64 |
| - name: partition |
| dtype: string |
| - name: student_id |
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| - name: date |
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| - name: transcription |
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| - name: prediction |
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| splits: |
| - name: validation |
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| download_size: 2299987818 |
| dataset_size: 2422893063.375 |
| - 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: 1490349324.0 |
| num_examples: 10076 |
| download_size: 1421074329 |
| dataset_size: 1490349324.0 |
| - 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: 1490318785.0 |
| num_examples: 10076 |
| download_size: 1421037824 |
| dataset_size: 1490318785.0 |
| --- |
| |
| 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. |
| |
| ```python |
| from datasets import load_dataset |
| |
| myst = load_dataset("MagicLuke/MyST", split="test") |
| myst = load_dataset("MagicLuke/MyST", "finetune", split="test") |
| ``` |
