Keyword : deep neural networks


Corpus Expansion for Neural CWS on Microblog-Oriented Data with λ-Active Learning Approach
Jing ZHANG Degen HUANG Kaiyu HUANG Zhuang LIU Fuji REN 
Publication:   
Publication Date: 2018/03/01
Vol. E101-D  No. 3 ; pp. 778-785
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
Chinese word segmentationactive learningdeep neural networkscorpus expansion
 Summary | Full Text:PDF(1.1MB)

Deep Neural Network Based Monaural Speech Enhancement with Low-Rank Analysis and Speech Present Probability
Wenhua SHI Xiongwei ZHANG Xia ZOU Meng SUN Wei HAN Li LI Gang MIN 
Publication:   
Publication Date: 2018/03/01
Vol. E101-A  No. 3 ; pp. 585-589
Type of Manuscript:  LETTER
Category: Noise and Vibration
Keyword: 
speech enhancementdeep neural networkssparse and low-rank decompositionsupervised learning
 Summary | Full Text:PDF(632.7KB)

Daily Activity Recognition with Large-Scaled Real-Life Recording Datasets Based on Deep Neural Network Using Multi-Modal Signals
Tomoki HAYASHI Masafumi NISHIDA Norihide KITAOKA Tomoki TODA Kazuya TAKEDA 
Publication:   
Publication Date: 2018/01/01
Vol. E101-A  No. 1 ; pp. 199-210
Type of Manuscript:  PAPER
Category: Engineering Acoustics
Keyword: 
human activity recognitionactivity of daily livingdatabasedeep neural networksadaptation
 Summary | Full Text:PDF(4.1MB)

Joint Optimization of Perceptual Gain Function and Deep Neural Networks for Single-Channel Speech Enhancement
Wei HAN Xiongwei ZHANG Gang MIN Xingyu ZHOU Meng SUN 
Publication:   
Publication Date: 2017/02/01
Vol. E100-A  No. 2 ; pp. 714-717
Type of Manuscript:  LETTER
Category: Noise and Vibration
Keyword: 
speech enhancementdeep neural networksperceptual gain functionjoint optimization
 Summary | Full Text:PDF(632.4KB)

Speeding up Deep Neural Networks in Speech Recognition with Piecewise Quantized Sigmoidal Activation Function
Anhao XING Qingwei ZHAO Yonghong YAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/10/01
Vol. E99-D  No. 10 ; pp. 2558-2561
Type of Manuscript:  Special Section LETTER (Special Section on Recent Advances in Machine Learning for Spoken Language Processing)
Category: Acoustic modeling
Keyword: 
deep neural networksspeech recognitionactivation functionfixed-point quantization
 Summary | Full Text:PDF(151.4KB)