metadata
license: mit
configs:
- config_name: CrisperWhisper
data_files:
- split: validation
path: CrisperWhisper/validation-*
- config_name: default
data_files:
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path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
- config_name: finetune
data_files:
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path: finetune/train-*
- split: validation
path: finetune/validation-*
- split: test
path: finetune/test-*
- config_name: labeled_reliable
data_files:
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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:
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path: phi4mm-fewshot-diffspeaker-content-prompt-v2-1-0/validation-*
- config_name: phi4mm-fewshot-diffspeaker-whisper-prompt-v0-0-0
data_files:
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path: phi4mm-fewshot-diffspeaker-whisper-prompt-v0-0-0/validation-*
- config_name: phi4mm-fewshot-prompt-tuning
data_files:
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path: phi4mm-fewshot-prompt-tuning/validation-*
- config_name: phi4mm-fewshot-samespeaker-whisper-prompt-v2-1-0
data_files:
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path: phi4mm-fewshot-samespeaker-whisper-prompt-v2-1-0/validation-*
- config_name: phi4mm-fewshots-samespeaker-random
data_files:
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path: phi4mm-fewshots-samespeaker-random/validation-*
- config_name: phi4mm-zeroshot
data_files:
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path: phi4mm-zeroshot/validation-*
- config_name: whisper-base-Min0_5-Max30_0-MinWordLen2
data_files:
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path: whisper-base-Min0_5-Max30_0-MinWordLen2/test-*
- config_name: whisper-base-en-Min0_5-Max30_0-MinWordLen2
data_files:
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path: whisper-base-en-Min0_5-Max30_0-MinWordLen2/test-*
- config_name: whisper-large-Min0_5-Max30_0-MinWordLen2
data_files:
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path: whisper-large-Min0_5-Max30_0-MinWordLen2/test-*
- config_name: whisper-large-v2_filtered_le50wer_lt30_ge3words
data_files:
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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:
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path: whisper-large-v3/validation-*
- config_name: whisper-large-v3-Min0_5-Max30_0-MinWordLen0
data_files:
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path: whisper-large-v3-Min0_5-Max30_0-MinWordLen0/test-*
- config_name: whisper-large-v3-Min0_5-Max30_0-MinWordLen2
data_files:
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path: whisper-large-v3-Min0_5-Max30_0-MinWordLen2/test-*
- config_name: whisper-large-v3-turbo
data_files:
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path: whisper-large-v3-turbo/validation-*
- config_name: whisper-large-v3-turbo-Min0_5-Max30_0-MinWordLen2
data_files:
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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:
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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:
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path: whisper-largev3-myst-fullfinetune-Min0_5-Max30_0-MinWordLen0/test-*
- config_name: whisper-medium-Min0_5-Max30_0-MinWordLen2
data_files:
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path: whisper-medium-Min0_5-Max30_0-MinWordLen2/test-*
- config_name: whisper-medium-en-Min0_5-Max30_0-MinWordLen2
data_files:
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path: whisper-medium-en-Min0_5-Max30_0-MinWordLen2/test-*
- config_name: whisper-small-Min0_5-Max30_0-MinWordLen2
data_files:
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path: whisper-small-Min0_5-Max30_0-MinWordLen2/test-*
- config_name: whisper-small-en-Min0_5-Max30_0-MinWordLen2
data_files:
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path: whisper-small-en-Min0_5-Max30_0-MinWordLen2/test-*
- config_name: whisper-tiny-Min0_5-Max30_0-MinWordLen0
data_files:
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path: whisper-tiny-Min0_5-Max30_0-MinWordLen0/test-*
- config_name: whisper-tiny-Min0_5-Max30_0-MinWordLen2
data_files:
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path: whisper-tiny-Min0_5-Max30_0-MinWordLen2/test-*
- config_name: whisper-tiny-RSR_segmented-lora-Min0_5-Max30_0-MinWordLen0
data_files:
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path: whisper-tiny-RSR_segmented-lora-Min0_5-Max30_0-MinWordLen0/test-*
- config_name: whisper-tiny-en-Min0_5-Max30_0-MinWordLen2
data_files:
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- config_name: whisper-tiny-myst-fullfinetune-Min0_5-Max30_0-MinWordLen0
data_files:
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path: whisper-tiny-myst-fullfinetune-Min0_5-Max30_0-MinWordLen0/test-*
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- 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:
By default, is loading the raw dataset with basically everything of the dataset
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")