|
|
--- |
|
|
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-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-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: 5385316354.0 |
|
|
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-fewshots-samespeaker-random |
|
|
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_w_1shots |
|
|
dtype: string |
|
|
- name: prediction_w_2shots |
|
|
dtype: string |
|
|
- name: prediction_w_3shots |
|
|
dtype: string |
|
|
- name: prediction_w_4shots |
|
|
dtype: string |
|
|
- name: whisper_normalized_label |
|
|
dtype: string |
|
|
- name: cer |
|
|
dtype: float64 |
|
|
- name: wer |
|
|
dtype: float64 |
|
|
splits: |
|
|
- name: validation |
|
|
num_bytes: 2426512239.301 |
|
|
num_examples: 9037 |
|
|
download_size: 2302015919 |
|
|
dataset_size: 2426512239.301 |
|
|
- 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 |
|
|
dtype: string |
|
|
- name: whisper_normalized_label |
|
|
dtype: string |
|
|
- name: whisper_normalized_prediction |
|
|
dtype: string |
|
|
- name: cer |
|
|
dtype: float64 |
|
|
- name: wer |
|
|
dtype: float64 |
|
|
splits: |
|
|
- name: validation |
|
|
num_bytes: 2424774694.301 |
|
|
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 |
|
|
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: 1490300859.0 |
|
|
num_examples: 10076 |
|
|
download_size: 1421045142 |
|
|
dataset_size: 1490300859.0 |
|
|
- 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: 1490349324.0 |
|
|
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") |
|
|
``` |
