Keyword : deep neural network


Fast Lane Detection Based on Deep Convolutional Neural Network and Automatic Training Data Labeling
Xun PAN Harutoshi OGAI 
Publication:   
Publication Date: 2019/03/01
Vol. E102-A  No. 3 ; pp. 566-575
Type of Manuscript:  PAPER
Category: Image
Keyword: 
real-time lane detectiondeep neural networkautomatic labeling
 Summary | Full Text:PDF(7.1MB)

Discriminative Learning of Filterbank Layer within Deep Neural Network Based Speech Recognition for Speaker Adaptation
Hiroshi SEKI Kazumasa YAMAMOTO Tomoyosi AKIBA Seiichi NAKAGAWA 
Publication:   
Publication Date: 2019/02/01
Vol. E102-D  No. 2 ; pp. 364-374
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
speech recognitiondeep neural networkacoustic modelspeaker adaptationfilterbank learning
 Summary | Full Text:PDF(1.3MB)

Event De-Noising Convolutional Neural Network for Detecting Malicious URL Sequences from Proxy Logs
Toshiki SHIBAHARA Kohei YAMANISHI Yuta TAKATA Daiki CHIBA Taiga HOKAGUCHI Mitsuaki AKIYAMA Takeshi YAGI Yuichi OHSITA Masayuki MURATA 
Publication:   
Publication Date: 2018/12/01
Vol. E101-A  No. 12 ; pp. 2149-2161
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: Cryptography and Information Security
Keyword: 
drive-by download attackcommunication log analysisdeep neural networkdata augmentation
 Summary | Full Text:PDF(3.9MB)

High-Performance Super-Resolution via Patch-Based Deep Neural Network for Real-Time Implementation
Reo AOKI Kousuke IMAMURA Akihiro HIRANO Yoshio MATSUDA 
Publication:   
Publication Date: 2018/11/01
Vol. E101-D  No. 11 ; pp. 2808-2817
Type of Manuscript:  PAPER
Category: Image Processing and Video Processing
Keyword: 
super-resolutiondeep neural networkdeep leaningreal-time processing
 Summary | Full Text:PDF(1.4MB)

DNN-Based Speech Synthesis Using Speaker Codes
Nobukatsu HOJO Yusuke IJIMA Hideyuki MIZUNO 
Publication:   
Publication Date: 2018/02/01
Vol. E101-D  No. 2 ; pp. 462-472
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
speech synthesisacoustic modeldeep neural networkspeaker codes
 Summary | Full Text:PDF(1.5MB)

Encoding Detection and Bit Rate Classification of AMR-Coded Speech Based on Deep Neural Network
Seong-Hyeon SHIN Woo-Jin JANG Ho-Won YUN Hochong PARK 
Publication:   
Publication Date: 2018/01/01
Vol. E101-D  No. 1 ; pp. 269-272
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
bit ratespeech codecAMRdeep neural networkfeature vector
 Summary | Full Text:PDF(664.4KB)

DNN Transfer Learning Based Non-Linear Feature Extraction for Acoustic Event Classification
Seongkyu MUN Minkyu SHIN Suwon SHON Wooil KIM David K. HAN Hanseok KO 
Publication:   
Publication Date: 2017/09/01
Vol. E100-D  No. 9 ; pp. 2249-2252
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
acoustic event classificationtransfer learningdeep neural networkacoustic feature
 Summary | Full Text:PDF(1.1MB)

Effect of Additive Noise for Multi-Layered Perceptron with AutoEncoders
Motaz SABRI Takio KURITA 
Publication:   
Publication Date: 2017/07/01
Vol. E100-D  No. 7 ; pp. 1494-1504
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
AutoEncoderdeep neural networkadditive noisegaussian noiseclassification
 Summary | Full Text:PDF(3MB)

A Deep Neural Network Based Quasi-Linear Kernel for Support Vector Machines
Weite LI Bo ZHOU Benhui CHEN Jinglu HU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/12/01
Vol. E99-A  No. 12 ; pp. 2558-2565
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
deep neural networksupport vector machinedata-dependent kernelmultilayer gated bilinear classifier
 Summary | Full Text:PDF(1.1MB)

Multi-Task Learning in Deep Neural Networks for Mandarin-English Code-Mixing Speech Recognition
Mengzhe CHEN Jielin PAN Qingwei ZHAO Yonghong YAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/10/01
Vol. E99-D  No. 10 ; pp. 2554-2557
Type of Manuscript:  Special Section LETTER (Special Section on Recent Advances in Machine Learning for Spoken Language Processing)
Category: Acoustic modeling
Keyword: 
multi-task learningdeep neural networkMandarin-English code mixingspeech recognition
 Summary | Full Text:PDF(205.3KB)

Investigation of DNN-Based Audio-Visual Speech Recognition
Satoshi TAMURA Hiroshi NINOMIYA Norihide KITAOKA Shin OSUGA Yurie IRIBE Kazuya TAKEDA Satoru HAYAMIZU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/10/01
Vol. E99-D  No. 10 ; pp. 2444-2451
Type of Manuscript:  Special Section PAPER (Special Section on Recent Advances in Machine Learning for Spoken Language Processing)
Category: Acoustic modeling
Keyword: 
audio-visual speech recognitiondeep neural networkDeep Bottleneck Featuremulti-stream HMM
 Summary | Full Text:PDF(807.1KB)

Sensitivity-Characterised Activity Neurogram (SCAN) for Visualising and Understanding the Inner Workings of Deep Neural Network
Khe Chai SIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/10/01
Vol. E99-D  No. 10 ; pp. 2423-2430
Type of Manuscript:  INVITED PAPER (Special Section on Recent Advances in Machine Learning for Spoken Language Processing)
Category: 
Keyword: 
deep neural networkvisualisationinterpretability
 Summary | Full Text:PDF(1.6MB)

A Perceptually Motivated Approach for Speech Enhancement Based on Deep Neural Network
Wei HAN Xiongwei ZHANG Gang MIN Meng SUN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/04/01
Vol. E99-A  No. 4 ; pp. 835-838
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
perceptually motivateddeep neural networkspeech enhancementmasking residual noise
 Summary | Full Text:PDF(508.3KB)

DNN-Based Voice Activity Detection with Multi-Task Learning
Tae Gyoon KANG Nam Soo KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/02/01
Vol. E99-D  No. 2 ; pp. 550-553
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
deep neural networkvoice activity detectionmulti-task learning
 Summary | Full Text:PDF(137.5KB)