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