异质噪声场景语音识别中的结构化深度学习研究

61603252
2016
F0605.模式识别与数据挖掘
钱彦旻
青年科学基金项目
副教授
上海交通大学
22万元
异质性数据;深度神经网络;鲁棒性语音识别;结构化建模;自适应技术
2017-01-01到2019-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Speech Emotion Recognition Based on SVM and GMM-HMM Hybrid System 会议论文 Shi Kaiyu;Liu Xuan;Qian Yanmin
2 Robust DOA estimation based on convolutional neural network and time-frequency masking 会议论文 Zhang Wangyou;Zhou Ying;Qian Yanmin
3 Emotion recognition using support vector machine and deep neural network 会议论文 Chen Ruinian;Zhou Ying;Qian Yanmin
4 Fusion Model for Speech Emotion Recognition with Low Level Descriptor Features 会议论文 Chang Chen;Zhang Huifeng;Gu Zhangxuan;Qian Yanmin
5 Sequence discriminative training for deep learning based acoustic keyword spotting 期刊论文 Chen Zhehuai;Qian Yanmin;Yu Kai
6 End-to-End Monaural Multi-Speaker ASR System Without Pretraining 会议论文 Chang Xuankai;Qian Yanmin;Yu Kai;Watanabe Shinji
7 Data augmentation using variational autoencoder for embedding based speaker verification 会议论文 Wu Zhanghao;Wang Shuai;Qian Yanmin;Yu Kai
8 MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition 会议论文 Xuankai Chang;Wangyou Zhang;Yanmin Qian;Jonathan Le Roux;Shinji Watanabe
9 Prosody usage optimization for children speech recognition with zero resource children speech 会议论文 Li Chenda;Qian Yanmin
10 Neural Network Based Multi-Factor Aware Joint Training for Robust Speech Recognition 期刊论文 Yanmin Qian;Tian Tan;Dong Yu
11 What does the speaker embedding encode? 会议论文 Wang Shuai;Qian Yanmin;Yu Kai
12 End-to-End Overlapped Speech Detection and Speaker Counting with Raw Waveform 会议论文 Wangyou Zhang;Man Sun;Lan Wang;Yanmin Qian
13 Generative adversarial networks based data augmentation for noise robust speech recognition 会议论文 Hu Hu;Tan Tian;Qian Yanmin
14 Integrating online i-vector into GMM-UBM for text-dependent speaker verification 会议论文 Jiang Xiaowei;Wang Shuai;Xiang Xu;Qian Yanmin
15 Multi-Task Joint-Learning for Robust Voice Activity Detection 会议论文 Yimeng Zhuang;Sibo Tong;Maofan Yin;Yanmin Qian;Kai Yu
16 Knowledge Distillation for Small Foot-Print Deep Speaker Embedding 会议论文 Wang Shuai;Yang Yexin;Wang Tianzhe;Qian Yanmin;Yu Kai
17 Monaural multi-talker speech recognition with attention mechanism and gated convolutional networks 会议论文 Chang Xuankai;Qian Yanmin;Yu Dong
18 Small-footprint convolutional neural network for spoofing detection 会议论文 Dinkel Heinrich;Qian Yanmin;Yu Kai
19 Fast adaptation on deepmixture generative network based acoustic modeling 会议论文 Ding Wen;Tan Tian;Qian Yanmin
20 Deep Feature Engineering for Noise Robust Spoofing Detection 期刊论文 Qian Yanmin;Chen Nanxin;Dinkel Heinrich;Wu Zhizheng
21 Binary Deep Neural Networks for Speech Recognition 会议论文 Xiang Xu;Qian Yanmin;Yu Kai
22 VERY DEEP CONVOLUTIONAL NEURAL NETWORKS FOR ROBUST SPEECH RECOGNITION 会议论文 Yanmin Qian;Philip C. Woodland
23 Adaptive Very Deep Convolutional Residual Network for Noise Robust Speech Recognition 期刊论文 Tan Tian;Qian Yanmin;Hu Hu;Zhou Ying;Ding Wen;Yu Kai
24 Data Augmentation using Conditional Generative Adversatial Networks for Robust Speech Recognition 会议论文 Peiyao Sheng;Zhuolin Yang;Hu Hu;Tian Tan;Yanmin Qian
25 FUTURE VECTOR ENHANCED LSTM LANGUAGE MODEL FOR LVCSR 会议论文 Liu Qi;Qian Yanmin;Yu Kai
26 Discriminative Neural Embedding Learning for Short-Duration Text-Independent Speaker Verification 期刊论文 Wang Shuai;Huang Zili;Qian Yanmin;Yu Kai
27 Adaptive Permutation Invariant Training with Auxiliary Information for Monaural Multi-Talker Speech Recognition 会议论文 Chang Xuankai;Qian Yanmin;Yu Dong
28 Binary Neural Networks for Speech Recognition 期刊论文 Qian Yanmin;Xiang Xu
29 Deep Discriminant Analysis for i-vector based Robust Speaker Recognition 会议论文 Shuai Wang;Zili Huang;Yanmin Qian;Kai Yu
30 JOINT I-VECTOR WITH END-TO-END SYSTEM FOR SHORT DURATION TEXT-INDEPENDENT SPEAKER VERIFICATION 会议论文 Huang Zili;Wang Shuai;Qian Yanmin
31 Very Deep Convolutional Neural Networks for Noise Robust Speech Recognition 期刊论文 Yanmin Qian;Mengxiao Bi;Tian Tan;Kai Yu
32 Data augmentation using generative adversarial networks for robust speech recognition 期刊论文 Qian Yanmin;Hu Hu;Tan Tian
33 END-TO-END SPOOFING DETECTION WITH RAW WAVEFORM CLDNNS 会议论文 Heinrich Dinkel;Yanmin Qian;Kai Yu
34 用于单通道的语音识别模型的优化方法及系统 专利 钱彦旻;张王优;常煊恺
35 Covariance Based Deep Feature for Text-dependent Speaker Verification 会议论文 Wang Shuai;Dinkel Heinrich;Qian Yanmin;Yu Kai
36 Investigating Raw Wave Deep Neural Networks for End-to-End Speaker Spoofing Detection 期刊论文 Dinkel Heinrich;Qian Yanmin;Yu Kai
37 语音数据扩增方法和系统 专利 钱彦旻;盛佩瑶;杨卓林;谭天
38 Knowledge distillation for end-to-end monaural multi-talker ASR system 会议论文 Zhang Wangyou;Chang Xuankai;Qian Yanmin
39 Recognizing Multi-talker Speech with Permutation Invariant Training 会议论文 Yu Dong;Chang Xuankai;Qian Yanmin
40 Joint decoding of CTC based systems for speech recognition 会议论文 Guo Jiaqi;You Yongbin;Qian Yanmin;Yu Kai
41 GANS for Children: A Generative Data Augmentation Strategy for Children Speech Recognition 会议论文 Peiyao Sheng;Zhoulin Yang;Yanmin Qian
42 Generative Adversarial Networks based X-vector Augmentation for Robust Probabilistic Linear Discriminant Analysis in Speaker Verification 会议论文 Yexin Yang;Shuai Wang;Man Sun;Yanmin Qian;Kai Yu
43 Phone Synchronous Speech Recognition With CTC Lattices 期刊论文 Zhehuai Chen;Yimeng Zhuang;Yanmin Qian;Kai Yu
44 Deep features for automatic spoofing detection 期刊论文 Yanmin Qian;Nanxin Chen;Kai Yu
45 Exploring Model Units and Training Strategies for End-to-End Speech Recognition 会议论文 Mingkun Huang;Yizhou Lu;Lan Wang;Yanmin Qian;Kai Yu
46 A Unified Condence Measure Framework Using Auxiliary Normalization Graph 会议论文 Chen Zhehuai;Qian Yanmin;Yu Kai
47 Single-channel multi-talker speech recognition with permutation invariant training 期刊论文 Qian Yanmin;Chang Xuankai;Yu Dong
48 KNOWLEDGE TRANSFER IN PERMUTATION INVARIANT TRAINING FOR SINGLE-CHANNEL MULTI-TALKER SPEECH RECOGNITION 会议论文 Tan Tian;Qian Yanmin;Yu Dong
49 Robust mask estimation by integrating neural network-based and clustering-based approaches for adaptive acoustic beamforming 会议论文 Zhou Ying;Qian Yanmin
50 Focal kl-divergence based dilated convolutional neural networks for co-channel speaker identification 会议论文 Wang Shuai;Qian Yanmin;Yu Kai
51 一种深度混合生成网络自适应方法及系统 专利 钱彦旻;丁文;谭天
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