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Improving Deep Neural Networks Based Multi-Accent Mandarin Speech Recognition Using I-Vectors and Accent-Specific Top Layer 会议论文
, Dresden, Germany, Sept. 6-10 2015
Authors:  Mingming Chen;  Zhanlei Yang;  Jizhong Liang;  Yanpeng Li;  Wenju Liu
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融合多种特征的基于深度学习技术的汉语语音识别研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  陈明明
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汉语语音识别  带口音语音识别  深度学习技术  声调分类  I-vectors特征  深层神经网络  Mandarin Speech Recognition  Accented Speech Recognition  Deep Learning  Tone Recognition  Accent Identification  I-vectors  Deep Neural Networks  
Improving native accent identification using deep neural networks 会议论文
Annual Conference of the International Speech Communication Association (INTERSPEECH), 2014
Authors:  Chen, Mingming;  Yang, Zhanlei;  Zheng, Hao;  Liu, Wenju
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Deep neural networks for Mandarin tone recognition 会议论文
International Joint Conference on Neural Networks (IJCNN), 2014
Authors:  Mingming Chen;  Zhanlei Yang;  Wenju Liu
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Improving Deep Neural Networks by Using Sparse Dropout Strategy 会议论文
ChinaSIP, Xi an, Shanxi, China, 2014
Authors:  Zheng Hao;  Mingming Chen;  Wenju Liu;  Zhanlei Yang;  Shan Liang;  Hao Zheng
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Dropout  Sparse Dropout  Deep Neural Networks  Deep Learning