Datasets:
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Browse files- README.md +51 -0
- dataset_info.json +112 -0
- duration_distribution.png +3 -0
- train_0.parquet +3 -0
- train_1.parquet +3 -0
- train_10.parquet +3 -0
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README.md
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---
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language:
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- zh
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license: cc0-1.0
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tags:
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- audio
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- speaker diarization
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source_datasets:
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- commonvoice
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task_categories:
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- automatic-speech-recognition
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annotations_creators:
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- crowdsourced
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language_creators:
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- crowdsourced
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---
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# cv-corpus-17.0-zh-TW-client_id-grouped
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This dataset is a subset of the Common Voice dataset, filtered and grouped based on the client ID (treated as speaker ID).
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## Dataset Details
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- The dataset is derived from the Common Voice dataset.
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- The original dataset is available at [Common Voice Dataset](https://commonvoice.mozilla.org/en/datasets).
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- The dataset is grouped by client ID, which is treated as the speaker ID for this dataset.
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- Each group is filtered to include only client IDs with a minimum of 30 samples and a maximum of 300 samples.
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- The dataset is split into train and validation sets for each client ID group, with a ratio of 8:2.
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- The same client IDs exist in both the train and validation sets.
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- The dataset is split into batches of 1000 samples and saved as Parquet files.
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## Dataset Statistics
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- Filtered client_id count: 366
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- Filtered total entry count: 45,229
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- Original total entry count: 82,483
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## Sample Duration Distribution
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![Sample Duration Distribution](duration_distribution.png)
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The histogram shows the distribution of sample durations in the dataset.
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## License
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The Common Voice dataset is licensed under the Creative Commons Zero (CC0) license.
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dataset_info.json
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{
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"description": "Common Voice subset dataset for speaker diarization",
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"license": "CC0 1.0",
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"features": {
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"client_id": {
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"dtype": "string",
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"_type": "Value"
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},
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"sentence": {
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"dtype": "string",
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"_type": "Value"
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},
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"up_votes": {
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"dtype": "int64",
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"_type": "Value"
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},
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"down_votes": {
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"dtype": "int64",
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"_type": "Value"
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},
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"age": {
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"dtype": "string",
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"_type": "Value"
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},
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"gender": {
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"dtype": "string",
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"_type": "Value"
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},
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"accents": {
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"dtype": "string",
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"_type": "Value"
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},
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"variant": {
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"dtype": "float64",
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"_type": "Value"
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},
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"locale": {
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"dtype": "string",
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"_type": "Value"
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},
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"segment": {
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"dtype": "string",
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"_type": "Value"
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},
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"audio": {
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"_type": "Audio"
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}
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},
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"splits": [
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{
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"name": "train",
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"num_examples": 36077,
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"dataset_name": "train",
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"filenames": [
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{
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"name": "validation",
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"num_examples": 9152,
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"dataset_name": "validation",
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}
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]
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}
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duration_distribution.png
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Git LFS Details
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