five

哈萨克语ASR标注

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魔搭社区2024-11-09 更新2024-11-16 收录
下载链接:
https://modelscope.cn/datasets/LONGMAOSOFT/Kazakh-ASR-annotation
下载链接
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官方服务:
资源简介:
数据集文件元信息以及数据文件,请浏览“数据集文件”页面获取。 当前数据集卡片使用的是默认模版,数据集的贡献者未提供更加详细的数据集介绍,但是您可以通过如下GIT Clone命令,或者ModelScope SDK来下载数据集 #### 下载方法 :modelscope-code[]{type="sdk"} :modelscope-code[]{type="git"} # Complete data size ## 47.4GB # Join the group https://t.me/+Y5kL2iHis9A0ZWI1 Obtain a complete dataset Mutual communication within the industry Get more information and consultation Timely dataset update notifications ## Or add enterprise WeChat ![](data:image/png;base64,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) ## Dataset Introduction ### Kazakh ASR annotation ### Version v1.0 ### Release Date 2024-10-23 ### Data Description Data type: Standard Halaqah Arabic, phonetic pronunciation clear and standard, volume moderate and natural; No crying/laughing/sneezing/yawning/snoring/other noises etc. Collection environment: Indoor or outdoor, no obvious background noise; Not wearing earphones. Mouth distance from the microphone is about 10cm. Data format: wav format, 16bit, 16KHz, single channel, not subjected to any form of format compression, noise reduction processing, etc. Collection equipment: Smart phone Data quantity: 516 people, 300 sentences per person, 10-20 words per sentence, male-female ratio is 3:2 Authorization situation: Signed authorization letter by the recorder File name: Gend ## Directory Structure ``` root_directory/ ├── audio/ │ ├── audio1.wav ```
提供机构:
maas
创建时间:
2024-11-09
搜集汇总
数据集介绍
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背景与挑战
背景概述
该数据集为哈萨克语自动语音识别(ASR)标注数据,包含47.4GB的WAV格式语音文件,采集自516位说话者,每人录制300句,每句10-20词,数据采集环境标准且已获授权。数据集发布于2024年10月23日,采用Apache 2.0许可证。
以上内容由遇见数据集搜集并总结生成
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