Freeswitch之ASR（语音识别）总结大全

以你之姓@ 2022-04-23 13:22 1640阅读 0赞

### 文章目录 ###

*   *  1、使用Pocket Sphinx进行英文语音识别
     *  2、PocketSphinx语音识别系统语言模型的训练和声学模型的改进
     *  3、PocketSphinx语音识别系统的编译、安装和使用
     *  4、FS之play\_and\_detect\_speech模块
     *  5、一些开源的语音识别软件
     *  6、某大神写的一系列干货
     *  7、语音识别——基于深度学习的中文语音识别系统框架
     *  8、kaldi上第一个免费的中文语音识别例子
     *  9、几个常见的语音交互平台的简介和比较
     *  10、CMU Sphinx下载地址
     *  11、FreeSwitch LUA API中文版
     *  12、DeepVoice3: 百度多人语音合成实践
     *  13、语音识别jsgf学习笔记
     *  14、某大神语音识别相关的系列文章
     *  15、语音识别开源项目
     *  16、语音开源代码与平台比较
     *  17、Sphinx武林秘籍
     *  18、构建简单的智能客服系统系统文章
     *  19、汉子拼音转化工具
     *  20、PocketSphinx语音识别系统声学模型的训练与使用
     *  21、语音识别技术学习CMU Sphinx文档
     *  22、FreeSWITCH通过mod\_unimrcp集成第三方服务实现ASR和TTS
     *  23、语音识别中的声学模型（AM）和语言模型(LM)
     *  24、CMU SPHINX介绍

在做智能外呼的时候要做智能交互的功能，所以就了解了些ASR相关的功能，这里分享下留下的一些资料。根据FS权威指南中Freeswitch使用的第三方模块进行试验，但是效果很不理想，所以如果你想要一个准确率比较好的效果，就需要自己训练声音模型。

## 1、使用Pocket Sphinx进行英文语音识别 ##

参考：[https://wsonh.com/article/60.html][https_wsonh.com_article_60.html]

## 2、PocketSphinx语音识别系统语言模型的训练和声学模型的改进 ##

参考：[https://www.cnblogs.com/qiuhong/articles/3671991.html][https_www.cnblogs.com_qiuhong_articles_3671991.html]

## 3、PocketSphinx语音识别系统的编译、安装和使用 ##

参考：[https://blog.csdn.net/qiaocuiyu/article/details/52093509][https_blog.csdn.net_qiaocuiyu_article_details_52093509]

## 4、FS之play\_and\_detect\_speech模块 ##

参考：[https://freeswitch.org/confluence/display/FREESWITCH/mod\_dptools:+play\_and\_detect\_speech][https_freeswitch.org_confluence_display_FREESWITCH_mod_dptools_play_and_detect_speech]

## 5、一些开源的语音识别软件 ##

参考：[http://www.eguidedog.net/][http_www.eguidedog.net]

## 6、某大神写的一系列干货 ##

参考：[https://blog.csdn.net/u012637501/article/category/2662045][https_blog.csdn.net_u012637501_article_category_2662045]

## 7、语音识别——基于深度学习的中文语音识别系统框架 ##

参考：[https://blog.csdn.net/chinatelecom08/article/details/82557715?utm\_source=blogkpcl12][https_blog.csdn.net_chinatelecom08_article_details_82557715_utm_source_blogkpcl12]

## 8、kaldi上第一个免费的中文语音识别例子 ##

参考：[https://blog.csdn.net/amds123/article/details/70313756][https_blog.csdn.net_amds123_article_details_70313756]

## 9、几个常见的语音交互平台的简介和比较 ##

参考：[https://blog.csdn.net/improve100/article/details/51006376][https_blog.csdn.net_improve100_article_details_51006376]

## 10、CMU Sphinx下载地址 ##

参考：[https://osdn.net/projects/sfnet\_cmusphinx/][https_osdn.net_projects_sfnet_cmusphinx]

## 11、FreeSwitch LUA API中文版 ##

参考：[https://blog.csdn.net/jiajiren11/article/details/79269009][https_blog.csdn.net_jiajiren11_article_details_79269009]

## 12、DeepVoice3: 百度多人语音合成实践 ##

参考：[https://blog.csdn.net/sparkexpert/article/details/80099724][https_blog.csdn.net_sparkexpert_article_details_80099724]

## 13、语音识别jsgf学习笔记 ##

参考：[https://wenku.baidu.com/view/c6a80e04580102020740be1e650e52ea5518cec0.html][https_wenku.baidu.com_view_c6a80e04580102020740be1e650e52ea5518cec0.html]  
[https://www.w3.org/TR/jsgf/][https_www.w3.org_TR_jsgf]

## 14、某大神语音识别相关的系列文章 ##

参考：[https://blog.csdn.net/zouxy09/article/category/1218766][https_blog.csdn.net_zouxy09_article_category_1218766]

## 15、语音识别开源项目 ##

参考：[https://blog.csdn.net/github\_19776427/article/details/52530066][https_blog.csdn.net_github_19776427_article_details_52530066]

## 16、语音开源代码与平台比较 ##

参考：[https://www.jianshu.com/p/532745af477d][https_www.jianshu.com_p_532745af477d]

## 17、Sphinx武林秘籍 ##

参考：[http://www.cnblogs.com/huanghuang/archive/2011/07/14/2106579.html][http_www.cnblogs.com_huanghuang_archive_2011_07_14_2106579.html]

## 18、构建简单的智能客服系统系统文章 ##

参考：[https://cotin.tech/][https_cotin.tech]

## 19、汉子拼音转化工具 ##

参考：[https://github.com/mozillazg/python-pinyin][https_github.com_mozillazg_python-pinyin]

## 20、PocketSphinx语音识别系统声学模型的训练与使用 ##

参考：[https://blog.csdn.net/zouxy09/article/details/7962382][https_blog.csdn.net_zouxy09_article_details_7962382]

## 21、语音识别技术学习CMU Sphinx文档 ##

参考：[https://max.book118.com/html/2017/0613/114567570.shtm][https_max.book118.com_html_2017_0613_114567570.shtm]

## 22、FreeSWITCH通过mod\_unimrcp集成第三方服务实现ASR和TTS ##

参考：[https://wsonh.com/article/62.html][https_wsonh.com_article_62.html]

## 23、语音识别中的声学模型（AM）和语言模型(LM) ##

参考：[https://blog.csdn.net/zjm750617105/article/details/51785526][https_blog.csdn.net_zjm750617105_article_details_51785526]

## 24、CMU SPHINX介绍 ##

参考：[https://blog.csdn.net/jojozhangju/article/details/18720887?utm\_source=blogxgwz6][https_blog.csdn.net_jojozhangju_article_details_18720887_utm_source_blogxgwz6]

Freeswitch总结请参考：  
[https://blog.csdn.net/qq\_16633405/article/details/87918031][https_blog.csdn.net_qq_16633405_article_details_87918031]  
智能外呼系统相关资料请参考：  
[https://blog.csdn.net/qq\_16633405/article/details/87934824][https_blog.csdn.net_qq_16633405_article_details_87934824]

[https_wsonh.com_article_60.html]: https://wsonh.com/article/60.html
[https_www.cnblogs.com_qiuhong_articles_3671991.html]: https://www.cnblogs.com/qiuhong/articles/3671991.html
[https_blog.csdn.net_qiaocuiyu_article_details_52093509]: https://blog.csdn.net/qiaocuiyu/article/details/52093509
[https_freeswitch.org_confluence_display_FREESWITCH_mod_dptools_play_and_detect_speech]: https://freeswitch.org/confluence/display/FREESWITCH/mod_dptools:+play_and_detect_speech
[http_www.eguidedog.net]: http://www.eguidedog.net/
[https_blog.csdn.net_u012637501_article_category_2662045]: https://blog.csdn.net/u012637501/article/category/2662045
[https_blog.csdn.net_chinatelecom08_article_details_82557715_utm_source_blogkpcl12]: https://blog.csdn.net/chinatelecom08/article/details/82557715?utm_source=blogkpcl12
[https_blog.csdn.net_amds123_article_details_70313756]: https://blog.csdn.net/amds123/article/details/70313756
[https_blog.csdn.net_improve100_article_details_51006376]: https://blog.csdn.net/improve100/article/details/51006376
[https_osdn.net_projects_sfnet_cmusphinx]: https://osdn.net/projects/sfnet_cmusphinx/
[https_blog.csdn.net_jiajiren11_article_details_79269009]: https://blog.csdn.net/jiajiren11/article/details/79269009
[https_blog.csdn.net_sparkexpert_article_details_80099724]: https://blog.csdn.net/sparkexpert/article/details/80099724
[https_wenku.baidu.com_view_c6a80e04580102020740be1e650e52ea5518cec0.html]: https://wenku.baidu.com/view/c6a80e04580102020740be1e650e52ea5518cec0.html
[https_www.w3.org_TR_jsgf]: https://www.w3.org/TR/jsgf/
[https_blog.csdn.net_zouxy09_article_category_1218766]: https://blog.csdn.net/zouxy09/article/category/1218766
[https_blog.csdn.net_github_19776427_article_details_52530066]: https://blog.csdn.net/github_19776427/article/details/52530066
[https_www.jianshu.com_p_532745af477d]: https://www.jianshu.com/p/532745af477d
[http_www.cnblogs.com_huanghuang_archive_2011_07_14_2106579.html]: http://www.cnblogs.com/huanghuang/archive/2011/07/14/2106579.html
[https_cotin.tech]: https://cotin.tech/
[https_github.com_mozillazg_python-pinyin]: https://github.com/mozillazg/python-pinyin
[https_blog.csdn.net_zouxy09_article_details_7962382]: https://blog.csdn.net/zouxy09/article/details/7962382
[https_max.book118.com_html_2017_0613_114567570.shtm]: https://max.book118.com/html/2017/0613/114567570.shtm
[https_wsonh.com_article_62.html]: https://wsonh.com/article/62.html
[https_blog.csdn.net_zjm750617105_article_details_51785526]: https://blog.csdn.net/zjm750617105/article/details/51785526
[https_blog.csdn.net_jojozhangju_article_details_18720887_utm_source_blogxgwz6]: https://blog.csdn.net/jojozhangju/article/details/18720887?utm_source=blogxgwz6
[https_blog.csdn.net_qq_16633405_article_details_87918031]: https://blog.csdn.net/qq_16633405/article/details/87918031
[https_blog.csdn.net_qq_16633405_article_details_87934824]: https://blog.csdn.net/qq_16633405/article/details/87934824