最大的语音数据下载网站：

openslr.org

vox-celeb说话人识别数据集：无法下载

OpenSpeaker之声纹数据整理 - 知乎本文是OpenSpeaker系列的第二篇文章，全系列可参考这篇文章或者文末的专栏： 蘑菇炖提莫：OpenSpeaker：从零实现一套声纹识别系统根据规划，今天先来看第一部分数据整理： 得益于业界最近几年的开源行动，公开的语…https://zhuanlan.zhihu.com/p/419979036

中国版本的vox能下载：

openslr.org

 

AISHELL-1 数据集解压方法

$ tar xzf data_aishell.tgz
$ cd data_aishell/wav
$ for tar in *.tar.gz; do tar xvf
$ tar; done

数据的组织形式，以语音识别为例子：
 

{"dict_filename": "dict.txt","dataset":{"train":[{"name": "thchs30_train","data_list": "datalist/thchs30/train.wav.lst","data_path": "/data/speech_data","label_list": "datalist/thchs30/train.syllable.txt"},{"name": "stcmds_train","data_list": "datalist/st-cmds/train.wav.txt","data_path": "/data/speech_data","label_list": "datalist/st-cmds/train.syllable.txt"},{"name": "primewords_train","data_list": "datalist/primewords/train.wav.lst","data_path": "/data/speech_data","label_list": "datalist/primewords/train.syllable.txt"},{"name": "aishell_train","data_list": "datalist/aishell/train.wav.lst","data_path": "/data/speech_data","label_list": "datalist/aishell/train.syllable.txt"},{"name": "aidatatang_train","data_list": "datalist/aidatatang_lst/train.wav.lst","data_path": "/data/speech_data","label_list": "datalist/aidatatang_lst/train.syllable.txt"},{"name": "magicdata_train","data_list": "datalist/magicdata_lst/train.wav.lst","data_path": "/data/speech_data/magicdata","label_list": "datalist/magicdata_lst/train.syllable.txt"}],"dev":[{"name": "thchs30_dev","data_list": "datalist/thchs30/cv.wav.lst","data_path": "/data/speech_data","label_list": "datalist/thchs30/cv.syllable.txt"},{"name": "stcmds_dev","data_list": "datalist/st-cmds/dev.wav.txt","data_path": "/data/speech_data","label_list": "datalist/st-cmds/dev.syllable.txt"},{"name": "primewords_dev","data_list": "datalist/primewords/dev.wav.lst","data_path": "/data/speech_data","label_list": "datalist/primewords/dev.syllable.txt"},{"name": "aishell_dev","data_list": "datalist/aishell/dev.wav.lst","data_path": "/data/speech_data","label_list": "datalist/aishell/dev.syllable.txt"},{"name": "aidatatang_dev","data_list": "datalist/aidatatang_lst/dev.wav.lst","data_path": "/data/speech_data","label_list": "datalist/aidatatang_lst/dev.syllable.txt"},{"name": "magicdata_dev","data_list": "datalist/magicdata_lst/dev.wav.lst","data_path": "/data/speech_data/magicdata","label_list": "datalist/magicdata_lst/dev.syllable.txt"}],"test":[{"name": "thchs30_test","data_list": "datalist/thchs30/test.wav.lst","data_path": "/data/speech_data","label_list": "datalist/thchs30/test.syllable.txt"},{"name": "stcmds_test","data_list": "datalist/st-cmds/test.wav.txt","data_path": "/data/speech_data","label_list": "datalist/st-cmds/test.syllable.txt"},{"name": "primewords_test","data_list": "datalist/primewords/test.wav.lst","data_path": "/data/speech_data","label_list": "datalist/primewords/test.syllable.txt"},{"name": "aishell_test","data_list": "datalist/aishell/test.wav.lst","data_path": "/data/speech_data","label_list": "datalist/aishell/test.syllable.txt"},{"name": "aidatatang_test","data_list": "datalist/aidatatang_lst/test.wav.lst","data_path": "/data/speech_data","label_list": "datalist/aidatatang_lst/test.syllable.txt"},{"name": "magicdata_test","data_list": "datalist/magicdata_lst/test.wav.lst","data_path": "/data/speech_data/magicdata","label_list": "datalist/magicdata_lst/test.syllable.txt"}]}
}

图像处理数据集：

常见的深度学习图像处理数据集下载_萌1萌哒小萌萌的博客-CSDN博客_图像识别数据集下载
目前深度学习开源数据集整理_林老头、的博客-CSDN博客_dtu数据集