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masuidrive/cv-corpus-17.0-ja-client_id-grouped

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Hugging Face2024-04-20 更新2024-06-12 收录
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https://hf-mirror.com/datasets/masuidrive/cv-corpus-17.0-ja-client_id-grouped
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资源简介:
--- language: - ja 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-ja-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 1,000 samples and saved as Parquet files. ## Dataset Statistics - Filtered client_id count: 649 - Filtered total entry count: 45,668 - Original total entry count: 89,310 ## 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.
提供机构:
masuidrive
原始信息汇总

数据集概述

数据集名称

cv-corpus-17.0-ja-client_id-grouped

数据来源

  • 该数据集是Common Voice数据集的一个子集。
  • 原始数据集链接:Common Voice Dataset

数据处理

  • 数据根据客户端ID(视为说话人ID)进行过滤和分组。
  • 每个分组中,客户端ID的样本数量限制在30至300之间。
  • 数据集按客户端ID分组,分为训练集和验证集,比例为8:2。
  • 训练集和验证集中的客户端ID相同。
  • 数据以1,000个样本为一批次,保存为Parquet文件格式。

数据集统计

  • 过滤后的客户端ID数量:649
  • 过滤后的总样本数:45,668
  • 原始总样本数:89,310

样本时长分布

  • 数据集中样本时长的分布情况可通过提供的直方图查看。

许可证

  • 数据集遵循Creative Commons Zero (CC0)许可证。
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