diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..fbd85aa9e6d3afac82b6615074c8e74763101c50 --- /dev/null +++ b/README.md @@ -0,0 +1,51 @@ +--- +language: +- zh +license: cc0-1.0 + +tags: +- audio +- speaker diarization + +source_datasets: +- commonvoice + +task_categories: +- automatic-speech-recognition + +annotations_creators: +- crowdsourced + +language_creators: +- crowdsourced +--- +# cv-corpus-17.0-zh-CN-client_id-grouped + +This dataset is a subset of the Common Voice dataset, filtered and grouped based on the client ID (treated as speaker ID). + +## Dataset Details + +- The dataset is derived from the Common Voice dataset. +- The original dataset is available at [Common Voice Dataset](https://commonvoice.mozilla.org/en/datasets). +- The dataset is grouped by client ID, which is treated as the speaker ID for this dataset. +- Each group is filtered to include only client IDs with a minimum of 30 samples and a maximum of 300 samples. +- The dataset is split into train and validation sets for each client ID group, with a ratio of 8:2. +- The same client IDs exist in both the train and validation sets. +- The dataset is split into batches of 1000 samples and saved as Parquet files. + + +## Dataset Statistics + +- Filtered client_id count: 860 +- Filtered total entry count: 125,098 +- Original total entry count: 185,072 + +## Sample Duration Distribution + +![Sample Duration Distribution](duration_distribution.png) + +The histogram shows the distribution of sample durations in the dataset. + +## License + +The Common Voice dataset is licensed under the Creative Commons Zero (CC0) license. diff --git a/dataset_info.json b/dataset_info.json new file mode 100644 index 0000000000000000000000000000000000000000..c02ae48e9dd281574f8b326c33b61cd6fa55c9ee --- /dev/null +++ b/dataset_info.json @@ -0,0 +1,191 @@ +{ + "description": "Common Voice subset dataset for speaker diarization", + "license": "CC0 1.0", + "features": { + "client_id": { + "dtype": "string", + "_type": "Value" + }, + "sentence": { + "dtype": "string", + "_type": "Value" + }, + "up_votes": { + "dtype": "int64", + "_type": "Value" + }, + "down_votes": { + "dtype": "int64", + "_type": "Value" + }, + "age": { + "dtype": "string", + "_type": "Value" + }, + "gender": { + "dtype": "string", + "_type": "Value" + }, + "accents": { + "dtype": "string", + "_type": "Value" + }, + "variant": { + "dtype": "float64", + "_type": "Value" + }, + "locale": { + "dtype": "string", + "_type": "Value" + }, + "segment": { + "dtype": "string", + "_type": "Value" + }, + "audio": { + "_type": "Audio" + } + }, + "splits": [ + { + "name": "train", + "num_examples": 99803, + "dataset_name": "train", + "filenames": [ + "train_0.parquet", + "train_1.parquet", + "train_2.parquet", + "train_3.parquet", + "train_4.parquet", + "train_5.parquet", + "train_6.parquet", + "train_7.parquet", + "train_8.parquet", + "train_9.parquet", + "train_10.parquet", + 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