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中文语音识别理论,包括研一与研二上学期间所学,论文和PPT

License: GNU General Public License v3.0

asr_theory's Introduction

ASR_Theory

对于近研一期间所学进行总结,包括理论部分和实践部分,之间主要包括本人认为比较好的论文,以及也有自己的看法
个人博客 包含自己近期的学习总结

PPT and Papers

ppt主要包括本人研一期间使用kaldi语音识别工具构建GMM-HMMNN-HMM语音识别声学模型
论文主要包括一些研一到到现在所看的论文,之后还会不定期更新论文,如果对理论比较感兴趣的同行可以持续关注

INTERSPEECH Google'PPT

其中包含谷歌开源的18年INTERSPEECH的PPT,个人觉得写得非常棒,系统

DL 总结

下面这幅图片是自己对于深度学习近期的网络进行总结,可以用本人在github开源仓库中的两个项目实现
(1)ASR_Syllable:以音节为建模单元构建语音识别声学模型
(2)ASR_WORD以字为建模单元构建语音识别声学模型
深度学习模型汇总

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