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基于深度学习的人体行为识别研究 学位论文
工学博士学位, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  杨浩
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深度学习  卷积神经网络  递归神经网络  行为识别  
基于深度学习的语音合成方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  郑艺斌
Adobe PDF(8630Kb)  |  Favorite  |  View/Download:168/1  |  Submit date:2019/06/18
语音合成  深度学习  韵律建模  端到端声学建模  多风格建模  
Improving Deep Neural Network Based Speech Synthesis through Contextual Feature Parametrization and Multi-Task Learning 期刊论文
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2018, 卷号: 90, 期号: 7, 页码: 1025-1037
Authors:  Wen, Zhengqi;  Li, Kehuang;  Huang, Zhen;  Lee, Chin-Hui;  Tao, Jianhua;  Zhengqi Wen
View  |  Adobe PDF(995Kb)  |  Favorite  |  View/Download:117/32  |  Submit date:2018/01/05
Dnn-based Speech Synthesis  Vocoder  Speech Parametrization  Blstm  Phoneme Embedded Vector  Multi-task Learning  Pitch-scaled Spectrum  
CTC Regularized Model Adaptation for Improving LSTM RNN Based Multi-Accent Mandarin Speech Recognition 期刊论文
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2018, 卷号: 90, 期号: 7, 页码: 985-997
Authors:  Yi, Jiangyan;  Wen, Zhengqi;  Tao, Jianhua;  Ni, Hao;  Liu, Bin;  Wen ZQ(温正棋)
View  |  Adobe PDF(1416Kb)  |  Favorite  |  View/Download:218/84  |  Submit date:2018/01/04
Multi-accent  Mandarin Speech Recognition  Lstm-rnn-ctc  Model Adaptation  Ctc Regularization  
Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2018, 卷号: 10, 期号: 2, 页码: 80-92
Authors:  Chang, Jianlong;  Wang, Lingfeng;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(789Kb)  |  Favorite  |  View/Download:182/64  |  Submit date:2018/01/16
Visual Occlusion  Recursive Segmentation  Vehicle Classification  Deep Convolutional Neural Network  
Adversarial Multilingual Training for Low-resource Speech Recognition 会议论文
, Calgary, Alberta, Canada, 15–20 April, 2018
Authors:  Yi JY(易江燕);  Tao Jianhua;  Wen Zhengqi;  Bai Ye
Adobe PDF(1343Kb)  |  Favorite  |  View/Download:158/19  |  Submit date:2018/05/06
Speech Recognition  Low-resource  Deep Neural Networks  Bottleneck Features  Adversarial Multilingual Training  
Drawing and Recognizing Chinese Characters with Recurrent Neural Network 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 849-862
Authors:  Zhang, Xu-Yao;  Yin, Fei;  Zhang, Yan-Ming;  Liu, Cheng-Lin;  Bengio, Yoshua
View  |  Adobe PDF(824Kb)  |  Favorite  |  View/Download:243/127  |  Submit date:2017/09/16
Recurrent Neural Network  Lstm  Gru  Discriminative Model  Generative Model  Handwriting  
LG-CNN: From local parts to global discrimination for fine-grained recognition 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 71, 期号: 71, 页码: 118-131
Authors:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Yang, Wenhan;  Xu, Mingliang;  Yan, Shuicheng;  Liu, Cheng-Lin
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Fine-grained Recognition  Convolutional Neural Networks  Bilinear Pooling  Local Parts  Global Discrimination  
基于医学影像的语音驱动舌位运动合成 会议论文
, 中国连云港, 2017-10-11~13
Authors:  张大伟;  杨明浩;  陶建华
View  |  Adobe PDF(497Kb)  |  Favorite  |  View/Download:103/13  |  Submit date:2018/01/04
舌位运动合成  语音驱动  医学影像  组合深度神经网络  
Multilingual I-Vector based Statistical Modeling for Music Genre Classification 会议论文
, Stockholm, Sweden, 2017-8-20
Authors:  Dai J(戴佳);  Xue Wei;  Liu Wenju
View  |  Adobe PDF(234Kb)  |  Favorite  |  View/Download:174/53  |  Submit date:2017/06/07