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Parallel reinforcement learning: a framework and case study 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2018, 卷号: 5, 期号: 4, 页码: 827-835
作者:  Teng Liu;  Bin TIan;  Yunfeng Ai;  Li Li;  Dongpu Cao;  Feiyue Wang
Adobe PDF(7005Kb)  |  收藏  |  浏览/下载：54/15  |  提交时间：2023/05/05
Social Manufacturing for High-end Apparel Customization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2018, 卷号: 5, 期号: 2, 页码: 489-500
作者:  Shang XQ(商秀芹)
Adobe PDF(8892Kb)  |  收藏  |  浏览/下载：138/43  |  提交时间：2022/04/25
Big data, collaborative management, social manufacturing cloud, 3D apparel customiza  
Multisensor Data-Fusion-Based Approach to Airspeed Measurement Fault Detection for Unmanned Aerial Vehicles 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2018, 卷号: 67, 期号: 2, 页码: 317-327
作者:  Guo, Dingfei;  Zhong, Maiying
Adobe PDF(1853Kb)  |  收藏  |  浏览/下载：169/53  |  提交时间：2022/04/06
Airspeed estimation  fault detection  kinematics model  pitot tube  unmanned aerial vehicle  
A hybrid feature model and deep learning based fault diagnosis for unmanned aerial vehicle sensors 期刊论文
Neurocomputing, 2018, 卷号: 319, 期号: 2018, 页码: 155-163
作者:  Guo, Dingfei;  Zhong, Maiying
Adobe PDF(2685Kb)  |  收藏  |  浏览/下载：157/54  |  提交时间：2022/04/06
Model based fault diagnosis  Deep learning  Short-time fourier transform  Convolutional neural network  UAV sensors  
基于迁移学习的鲁棒语音识别声学建模方法 期刊论文
清华大学学报, 2018, 卷号: 58, 期号: 1, 页码: 55-60
作者:  易江燕;  陶建华;  刘斌;  温正棋
收藏  |  浏览/下载：12/0  |  提交时间：2020/10/27
鲁棒语音识别  声学模型  神经网络  迁移学习  
Empirical Exploring Word-Character Relationship for Chinese Sentence Representation 期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2018, 卷号: 17, 期号: 3, 页码: 14
作者:  Wang, Shaonan;  Zhang, Jiajun;  Zong, Chengqing
收藏  |  浏览/下载：82/0  |  提交时间：2020/10/27
Sentence Representation  Compositionmodel  Inner-word Character  Mixed Character-word Representation  Mask Gate  Max Pooling  
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
作者:  Wen, Zhengqi;  Li, Kehuang;  Huang, Zhen;  Lee, Chin-Hui;  Tao, Jianhua;  Zhengqi Wen
收藏  |  浏览/下载：100/0  |  提交时间：2020/10/27
Dnn-based Speech Synthesis  Vocoder  Speech Parametrization  Blstm  Phoneme Embedded Vector  Multi-task Learning  Pitch-scaled Spectrum  
Investigating Deep Neural Network Adaptation for Generating Exclamatory and Interrogative Speech in Mandarin 期刊论文
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2018, 卷号: 90, 期号: 7, 页码: 1039-1052
作者:  Zheng, Yibin;  Li, Ya;  Wen, Zhengqi;  Liu, Bin;  Tao, Jianhua;  Jianhua Tao
收藏  |  浏览/下载：116/0  |  提交时间：2020/10/27
Speech Synthesis  Excitation Parameters  Deep Neural Network Adaptation  Exclamatory Speech  Interrogative Speech  
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
作者:  Jiangyan Yi;  Zhengqi Wen;  Jianhua Tao;  Hao Ni;  Bin Liu
Adobe PDF(1416Kb)  |  收藏  |  浏览/下载：149/56  |  提交时间：2020/10/22
multi-accent, Mandarin speech recognition,LSTM-RNN-CTC, model adaptation, CTC regularization  
Deep Learning Based Speech Separation via NMF-style Reconstructions 期刊论文
IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2018, 卷号: 26, 期号: 11, 页码: 2043-2055
作者:  Shuai Nie;  Shan Liang;  Wenju Liu;  Xueliang Zhang;  Jianhua Tao
Adobe PDF(2922Kb)  |  收藏  |  浏览/下载：214/81  |  提交时间：2020/10/22
Speech separation  deep neural network (DNN)  nonnegative matrix factorization (NMF)  spectro-temporal structures