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Tailoring an Interpretable Neural Language Model 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2019, 卷号: 27, 期号: 7, 页码: 1164-1178
Authors:  Zhang, YK (Zhang, Yike)[ 1,2 ];  Zhang, PY (Zhang, Pengyuan)[ 1,2 ];  Yan, YH (Yan, Yonghong)[ 1,2,3 ]
Adobe PDF(3044Kb)  |  Favorite  |  View/Download:15/0  |  Submit date:2019/06/21
Neural language models  interpretability  autoregressive moving average  speech recognition  
Convolutional Attention Networks for Scene Text Recognition 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 1 增刊, 页码: 3-17
Authors:  Xie, HT (Xie, Hongtao)[ 1 ];  Fang, SC (Fang, Shancheng)[ 2,3 ];  Zha, ZJ (Zha, Zheng-Jun)[ 1 ];  Yang, YT (Yang, Yating)[ 4 ];  Li, Y (Li, Yan)[ 5 ];  Zhang, YD (Zhang, Yongdong)[ 1 ]
Adobe PDF(1094Kb)  |  Favorite  |  View/Download:36/0  |  Submit date:2019/03/19
Text recognition  text detection  convolutional neural networks  multi-level supervised information  attention model  
卷积神经网络声学模型的结构优化和加速计算 期刊论文
重庆邮电大学学报(自然科学版), 2018, 卷号: 30, 期号: 3, 页码: 416-422
Authors:  王智超;  徐及;  张鹏远;  颜永红
Adobe PDF(636Kb)  |  Favorite  |  View/Download:54/0  |  Submit date:2018/07/06
语音识别  声学模型  卷积神经网络  矢量化  
基于对抗训练策略的语言模型数据增强技术 期刊论文
自动化学报, 2018, 卷号: 44, 期号: 5, 页码: 891-900
Authors:  张一珂;  张鹏远;  颜永红
Adobe PDF(1592Kb)  |  Favorite  |  View/Download:50/0  |  Submit date:2018/06/13
数据增强  语言模型  生成对抗网络  强化学习  语音识别  
应用于短时语音语种识别的时长扩展方法 期刊论文
清华大学学报(自然科学版), 2018, 卷号: 58, 期号: 3, 页码: 254-259
Authors:  苗晓晓;  张健;  索宏彬;  周若华;  颜永红
Adobe PDF(1542Kb)  |  Favorite  |  View/Download:45/0  |  Submit date:2018/05/02
语种识别  短时  时域伸缩  语速  
基于注意力LSTM和多任务学习的远场语音识别 期刊论文
清华大学学报(自然科学版), 2018, 卷号: 58, 期号: 3, 页码: 249-253
Authors:  张宇;  张鹏远;  颜永红
Adobe PDF(707Kb)  |  Favorite  |  View/Download:145/0  |  Submit date:2018/05/02
语音识别  长短时记忆  声学模型  注意力机制  多任务学习  
深度神经网络的压缩研究 期刊论文
计算机应用研究, 2018, 卷号: 35, 期号: 10, 页码: 2894-2897+2903
Authors:  韩云飞;  蒋同海;  马玉鹏;  徐春香;  张睿
Adobe PDF(1012Kb)  |  Favorite  |  View/Download:131/2  |  Submit date:2018/02/25
神经网络  压缩  网络删减  参数共享  
Accurate Prediction of ncRNA-Protein Interactions From the Integration of Sequence and Evolutionary Information 期刊论文
FRONTIERS IN GENETICS, 2018, 卷号: 9, 期号: 10, 页码: 1-9
Authors:  Zhan, ZH (Zhan, Zhao-Hui)[ 1 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Li, LP (Li, Li-Ping)[ 2 ];  Zhou, Y (Zhou, Yong)[ 1 ];  Yi, HC (Yi, Hai-Cheng)[ 2 ]
Adobe PDF(1220Kb)  |  Favorite  |  View/Download:23/0  |  Submit date:2018/10/19
Ncrna-protein Interactions  Pssm  Lightgbm  Pseudo-zernike Moments  K-mers  
A Deep Learning Framework for Robust and Accurate Prediction of ncRNA-Protein Interactions Using Evolutionary Information 期刊论文
MOLECULAR THERAPY-NUCLEIC ACIDS, 2018, 卷号: 11, 期号: 6, 页码: 337-344
Authors:  Yi, HC (Yi, Hai-Cheng)[ 1,2,3 ];  You, ZH (You, Zhu-Hong)[ 1,2 ];  Huang, DS (Huang, De-Shuang)[ 4 ];  Li, X (Li, Xiao)[ 1,2 ];  Jiang, TH (Jiang, Tong-Hai)[ 1,2 ];  Li, LP (Li, Li-Ping)[ 1,2 ]
Adobe PDF(609Kb)  |  Favorite  |  View/Download:35/0  |  Submit date:2018/10/07
Polyphonic Piano Transcription with a Note-Based Music Language Model 期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 3, 页码: 1-15
Authors:  Wang, Q (Wang, Qi)[ 1,2 ];  Zhou, RH (Zhou, Ruohua)[ 1,2 ];  Yan, YH (Yan, Yonghong)[ 1,2,3 ]
Adobe PDF(2277Kb)  |  Favorite  |  View/Download:33/0  |  Submit date:2018/10/30
Polyphonic Piano Transcription  Note-based Music Language Model  Recurrent Neural Network  Restricted Boltzmann Machine