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boringtaskai/common_voice_13_0_id_tags

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Hugging Face2024-05-16 更新2024-06-12 收录
下载链接:
https://hf-mirror.com/datasets/boringtaskai/common_voice_13_0_id_tags
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资源简介:
--- dataset_info: features: - name: client_id dtype: string - name: path dtype: string - name: text dtype: string - name: up_votes dtype: int64 - name: down_votes dtype: int64 - name: age dtype: string - name: gender dtype: string - name: accent dtype: string - name: locale dtype: string - name: segment dtype: string - name: variant dtype: string - name: utterance_pitch_mean dtype: float32 - name: utterance_pitch_std dtype: float32 - name: snr dtype: float64 - name: c50 dtype: float64 - name: speaking_rate dtype: string - name: phonemes dtype: string - name: pitch dtype: string - name: noise dtype: string - name: reverberation dtype: string - name: speech_monotony dtype: string splits: - name: train num_bytes: 3112385 num_examples: 5041 - name: validation num_bytes: 1887105 num_examples: 3292 - name: test num_bytes: 2041986 num_examples: 3649 - name: other num_bytes: 16414810 num_examples: 29260 - name: invalidated num_bytes: 1481643 num_examples: 2553 download_size: 4908448 dataset_size: 24937929 configs: - config_name: default data_files: - split: train path: data/train-* - split: validation path: data/validation-* - split: test path: data/test-* - split: other path: data/other-* - split: invalidated path: data/invalidated-* ---

The dataset includes various speech-related features such as client ID, path, text, up and down votes, speakers age, gender, accent, locale, speech segment, variant, mean and standard deviation of utterance pitch, signal-to-noise ratio, clarity of speech, speaking rate, phonemes, pitch, noise, reverberation, and speech monotony. The dataset is divided into train, validation, test, other, and invalidated parts, each with detailed data volume and number of examples. The download size of the dataset is 4908448 bytes, and the total size is 24937929 bytes.
提供机构:
boringtaskai
原始信息汇总

数据集概述

数据集特征

  • client_id: 字符串类型
  • path: 字符串类型
  • text: 字符串类型
  • up_votes: 整数类型(int64)
  • down_votes: 整数类型(int64)
  • age: 字符串类型
  • gender: 字符串类型
  • accent: 字符串类型
  • locale: 字符串类型
  • segment: 字符串类型
  • variant: 字符串类型
  • utterance_pitch_mean: 浮点数类型(float32)
  • utterance_pitch_std: 浮点数类型(float32)
  • snr: 浮点数类型(float64)
  • c50: 浮点数类型(float64)
  • speaking_rate: 字符串类型
  • phonemes: 字符串类型
  • pitch: 字符串类型
  • noise: 字符串类型
  • reverberation: 字符串类型
  • speech_monotony: 字符串类型

数据集分割

  • train: 5041个样本,占用3112385字节
  • validation: 3292个样本,占用1887105字节
  • test: 3649个样本,占用2041986字节
  • other: 29260个样本,占用16414810字节
  • invalidated: 2553个样本,占用1481643字节

数据集大小

  • 下载大小: 4908448字节
  • 数据集总大小: 24937929字节

配置文件

  • config_name: default
  • data_files:
    • train: data/train-*
    • validation: data/validation-*
    • test: data/test-*
    • other: data/other-*
    • invalidated: data/invalidated-*
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