Speeding up Deep Neural Networks in Speech Recognition with Piecewise Quantized Sigmoidal Activation Function Anhao XINGQingwei ZHAOYonghong YAN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/10/01 Vol. E99-DNo. 10pp. 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 networks, speech recognition, activation function, fixed-point quantization,
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/10/01 Vol. E99-DNo. 10pp. 2499-2507 Type of Manuscript: Special Section PAPER (Special Section on Recent Advances in Machine Learning for Spoken Language Processing) Category: Spoken dialog system Keyword: spoken dialog management, spoken dialog system, genetic algorithm,
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/10/01 Vol. E99-DNo. 10pp. 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 learning, deep neural network, Mandarin-English code mixing, speech recognition,
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/10/01 Vol. E99-DNo. 10pp. 2550-2553 Type of Manuscript: Special Section LETTER (Special Section on Recent Advances in Machine Learning for Spoken Language Processing) Category: Acoustic modeling Keyword: connectionist temporal classification, adaptive per-dimensional learning rate method, end-to-end ASR,
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/10/01 Vol. E99-DNo. 10pp. 2562-2565 Type of Manuscript: Special Section LETTER (Special Section on Recent Advances in Machine Learning for Spoken Language Processing) Category: Text classification Keyword: short text classification, word embedding, gaussian model,
Discriminative Approach to Build Hybrid Vocabulary for Conversational Telephone Speech Recognition of Agglutinative Languages Xin LIJielin PANQingwei ZHAOYonghong YAN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2012/12/01 Vol. E95-DNo. 12pp. 3046-3052 Type of Manuscript: PAPER Category: Speech and Hearing Keyword: CALL, automatic assessment, forced alignment, formant,
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2010/09/01 Vol. E93-DNo. 9pp. 2431-2439 Type of Manuscript: Special Section PAPER (Special Section on Processing Natural Speech Variability for Improved Verbal Human-Computer Interaction) Category: Robust Speech Recognition Keyword: OOV, speech recognition, confidence measure, entropy information, phoneme-level posterior,
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2010/09/01 Vol. E93-DNo. 9pp. 2417-2430 Type of Manuscript: Special Section PAPER (Special Section on Processing Natural Speech Variability for Improved Verbal Human-Computer Interaction) Category: Robust Speech Recognition Keyword: mismatched speech, robust speech recognition, F-Ratio, subband design, feature optimization,
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2008/03/01 Vol. E91-DNo. 3pp. 529-537 Type of Manuscript: Special Section PAPER (Special Section on Robust Speech Processing in Realistic Environments) Category: ASR System Architecture Keyword: real-time, memory-efficient, layer-dependent beam pruning,