Jen-Tzung Chien

发表

Adaptive segment model for spoken document retrieval

Jen-Tzung Chien, Chuang-Hua Chueh, 2010, 2010 7th International Symposium on Chinese Spoken Language Processing.

Reducing Domain Mismatch by Maximum Mean Discrepancy Based Autoencoders

Jen-Tzung Chien, Man-Wai Mak, Wei-Wei Lin, 2018, Odyssey.

Mining of association patterns for language modeling

Jen-Tzung Chien, Hung-Ying Chen, Jen-Tzung Chien, 2004, INTERSPEECH.

Towards Optimal Bayes Decision for Speech Recognition

Jen-Tzung Chien, Koichi Shinoda, Sadaoki Furui, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Graphical modeling of conditional random fields for human motion recognition

Chih-Pin Liao, Jen-Tzung Chien, Jen-Tzung Chien, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Channel-effect-cancellation method for speech recognition over telephone systems

Jen-Tzung Chien, Lee-Min Lee, Hsiao-Chuan Wang, 1995 .

Variational manifold learning for speaker recognition

Jen-Tzung Chien, Cheng-Wei Hsu, Jen-Tzung Chien, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Factor Analyzed Subspace Modeling and Selection

Jen-Tzung Chien, Chuan-Wei Ting, Jen-Tzung Chien, 2008, IEEE Transactions on Audio, Speech, and Language Processing.

Bayesian latent topic clustering model

Jen-Tzung Chien, Meng-Sung Wu, 2008, INTERSPEECH.

Online Bayesian learning for dynamic source separation

Jen-Tzung Chien, Hsin-Lung Hsieh, Jen-Tzung Chien, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Mixture of PLDA for Noise Robust I-Vector Speaker Verification

Jen-Tzung Chien, Man-Wai Mak, Xiaomin Pang, 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Perceptual Factor Analysis for Speech Enhancement

Jen-Tzung Chien, Chuan-Wei Ting, 2005, ROCLING.

Tensor-Factorized Neural Networks

Jen-Tzung Chien, Yi-Ting Bao, Jen-Tzung Chien, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Dirichlet mixture allocation

Jen-Tzung Chien, Zheng-Hua Tan, Chao-Hsi Lee, 2016, 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).

Adaptive Learning Machine

Jen-Tzung Chien, Jen-Tzung Chien, 2019, Source Separation and Machine Learning.

Deep unfolding inference for supervised topic model

Jen-Tzung Chien, Chao-Hsi Lee, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Bayesian Nonparametric Learning for Hierarchical and Sparse Topics

Jen-Tzung Chien, Jen-Tzung Chien, 2018, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Use of Microphone Array and Model Adaptation for Hands-Free Speech Acquisition and Recognition

Jen-Tzung Chien, Jain-Ray Lai, 2004, J. VLSI Signal Process..

Online speaker adaptation based on quasi-Bayes linear regression

Jen-Tzung Chien, Chih-Hsien Huang, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

Latent Semantic Language Modeling and Smoothing of Chinese Language

Jen-Tzung Chien, Meng-Sung Wu, Hua-Jui Peng, 2004 .

Notations and Abbreviations

Jen-Tzung Chien, 2019 .

Bayesian sensing hidden Markov models for speech recognition

Jen-Tzung Chien, George Saon, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Variational Domain Adversarial Learning for Speaker Verification

Jen-Tzung Chien, Man-Wai Mak, Youzhi Tu, 2019, INTERSPEECH.

Nonstationary and temporally correlated source separation using Gaussian process

Jen-Tzung Chien, Hsin-Lung Hsieh, Jen-Tzung Chien, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

On-line hierarchical transformation of hidden Markov models for speaker adaptation

Jen-Tzung Chien, 1998, ICSLP.

Deep Bayesian Learning and Understanding

Jen-Tzung Chien, Jen-Tzung Chien, 2018, COLING.

Bayesian affine transformation of HMM parameters for instantaneous and supervised adaptation in telephone speech recognition

Jen-Tzung Chien, Chin-Hui Lee, Hsiao-Chuan Wang, 1997, EUROSPEECH.

Fast scoring for PLDA with uncertainty propagation via i-vector grouping

Jen-Tzung Chien, Man-Wai Mak, Wei-Wei Lin, 2017, Comput. Speech Lang..

結合麥克風陣列及模型調整技術之遠距離語音辨識系統 (Far-Distant Speech Recognition System Using Combined Techniques of Microphone Array and Model Adaptation)[In Chinese]

Jen-Tzung Chien, Jain-Ray Lai, Jen-Tzung Chien, 2000, ROCLING/IJCLCLP.

Noisy speech recognition by using variance adapted hidden Markov models

Jen-Tzung Chien, Hsiao-Chuan Wang, Lee-Min Lee, 1995 .

MARKOV RECURRENT NEURAL NETWORKS

Jen-Tzung Chien, Che-Yu Kuo, Jen-Tzung Chien, 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP).

A new independent component analysis for speech recognition and separation

Jen-Tzung Chien, Bo-Cheng Chen, Jen-Tzung Chien, 2006, IEEE Transactions on Audio, Speech, and Language Processing.

Variational Recurrent Neural Networks for Speech Separation

Jen-Tzung Chien, Kuan-Ting Kuo, Jen-Tzung Chien, 2017, INTERSPEECH.

Independent component analysis for noisy speech recognition

Jen-Tzung Chien, Koichi Shinoda, Sadaoki Furui, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Discriminative Layered Nonnegative Matrix Factorization for Speech Separation

Jen-Tzung Chien, Tai-Shih Chi, Chung-Chien Hsu, 2016, INTERSPEECH.

Acoustic Factor Analysis for Streamed Hidden Markov Modeling

Jen-Tzung Chien, Chuan-Wei Ting, Jen-Tzung Chien, 2009, IEEE Transactions on Audio, Speech, and Language Processing.

Self Attention in Variational Sequential Learning for Summarization

Jen-Tzung Chien, Chun-Wei Wang, Jen-Tzung Chien, 2019, INTERSPEECH.

Bayesian Recurrent Neural Network for Language Modeling

Jen-Tzung Chien, Yuan-Chu Ku, Jen-Tzung Chien, 2016, IEEE Transactions on Neural Networks and Learning Systems.

Bayesian duration modeling and learning for speech recognition

Jen-Tzung Chien, Chih-Hsien Huang, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Phone-dependent channel compensated hidden Markov model for telephone speech recognition

Jen-Tzung Chien, Hsiao-Chuan Wang, Jen-Tzung Chien, 1998, IEEE Signal Process. Lett..

具有累進學習能力之貝氏預測法則在汽車語音辨識之應用 (Bayesian Predictive Classification with Incremental Learning Capability for Car Speech Recognition) [In Chinese]

Jen-Tzung Chien, Guo-Hong Liao, Jen-Tzung Chien, 2000, ROCLING/IJCLCLP.

Decision tree State tying using cluster validity criteria

Jen-Tzung Chien, 2005, IEEE Transactions on Speech and Audio Processing.

Car Speech Enhancement Using a Microphone Array

Jen-Tzung Chien, Po-Yin Lai, 2005, Int. J. Speech Technol..

A new mutual information measure for independent component alalysis

Jen-Tzung Chien, Sadaoki Furui, Hsin-Lung Hsieh, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Discriminative maximum entropy language model for speech recognition

Jen-Tzung Chien, Chuang-Hua Chueh, To-Chang Chien, 2005, INTERSPEECH.

Aggregate a posteriori linear regression for speaker adaptation

Jen-Tzung Chien, Chih-Hsien Huang, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Adversarial domain separation and adaptation

Jen-Tzung Chien, Jen-Chieh Tsai, 2017, 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP).

Multi-View and Multi-Objective Semi-Supervised Learning for HMM-Based Automatic Speech Recognition

Jing Huang, Jen-Tzung Chien, Xiaodong Cui, 2012, IEEE Transactions on Audio, Speech, and Language Processing.

Predictive minimum Bayes risk classification for robust speech recognition

Jen-Tzung Chien, Koichi Shinoda, Sadaoki Furui, 2007, INTERSPEECH.

TAICAR-The Collection and Annotation of an In-Car Speech Database Created in Taiwan

Chung-Hsien Wu, Jen-Tzung Chien, Jhing-Fa Wang, 2005, Int. J. Comput. Linguistics Chin. Lang. Process..

Introduction to the Special Section on Deep Learning for Speech and Language Processing

Jen-Tzung Chien, Geoffrey E. Hinton, Dong Yu, 2012, IEEE Transactions on Audio, Speech, and Language Processing.

Adversarial manifold learning for speaker recognition

Jen-Tzung Chien, Kang-Ting Peng, Jen-Tzung Chien, 2017, 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

Hybrid Accelerated Optimization for Speech Recognition

Jen-Tzung Chien, Pei-Wen Huang, Tan Lee, 2016, INTERSPEECH.

Deep Neural Factorization for Speech Recognition

Jen-Tzung Chien, Chen Shen, Jen-Tzung Chien, 2017, INTERSPEECH.

Convolutional Neural Turing Machine for Speech Separation

Jen-Tzung Chien, Kai-Wei Tsou, Jen-Tzung Chien, 2018, 2018 11th International Symposium on Chinese Spoken Language Processing (ISCSLP).

Latent Dirichlet mixture model

Jen-Tzung Chien, Zheng-Hua Tan, Chao-Hsi Lee, 2018, Neurocomputing.

Nonstationary latent Dirichlet allocation for speech recognition

Jen-Tzung Chien, Chuang-Hua Chueh, Jen-Tzung Chien, 2009, INTERSPEECH.

Estimation of channel bias for telephone speech recognition

Jen-Tzung Chien, Hsiao-Chuan Wang, Lee-Min Lee, 1996, Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96.

Semi-supervised Nuisance-attribute Networks for Domain Adaptation

Jen-Tzung Chien, Man-Wai Mak, Wei-Wei Lin, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Linear regression based Bayesian predictive classification for speech recognition

Jen-Tzung Chien, 2003, IEEE Trans. Speech Audio Process..

Deep discriminative manifold learning

Jen-Tzung Chien, Ching-Huai Chen, Jen-Tzung Chien, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Bayesian Speech and Language Processing

Jen-Tzung Chien, Shinji Watanabe, Jen-Tzung Chien, 2015 .

SOME ADVANCES IN LANGUAGE MODELING

Jen-Tzung Chien, Chuang-Hua Chueh, Meng-Sung Wu, 2006 .

Recent developments in large vocabulary continuous speech recognition

Jen-Tzung Chien, George Saon, 2012, Proceedings of The 2012 Asia Pacific Signal and Information Processing Association Annual Summit and Conference.

Nonstationary Source Separation Using Sequential and Variational Bayesian Learning

Jen-Tzung Chien, Hsin-Lung Hsieh, Jen-Tzung Chien, 2013, IEEE Transactions on Neural Networks and Learning Systems.

Large-Vocabulary Continuous Speech Recognition Systems: A Look at Some Recent Advances

Jen-Tzung Chien, George Saon, G. Saon, 2012, IEEE Signal Processing Magazine.

Aggregate a Posteriori Linear Regression Adaptation of Hidden Markov Models

Jen-Tzung Chien, Chih-Hsien Huang, Jen-Tzung Chien, 2004 .

Discriminative training for Bayesian sensing hidden Markov models

Jen-Tzung Chien, George Saon, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Discriminant Waveletfaces and Nearest Feature Classifiers for Face Recognition

Jen-Tzung Chien, Chia-Chen Wu, Jen-Tzung Chien, 2002, IEEE Trans. Pattern Anal. Mach. Intell..

Deep recurrent regularization neural network for speech recognition

Jen-Tzung Chien, Tsai-Wei Lu, Jen-Tzung Chien, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Laplace Group Sensing for Acoustic Models

Jen-Tzung Chien, Jen-Tzung Chien, 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Frame-synchronous noise compensation for hands-free speech recognition in car environments

Jen-Tzung Chien, Ming-Shun Lin, 2000 .

Supportive Attention in End-To-End Memory Networks

Jen-Tzung Chien, Ting-An Lin, Jen-Tzung Chien, 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP).

N-best based supervised and unsupervised adaptation for native and non-native speakers in cars

Jen-Tzung Chien, Jean-Claude Junqua, Patrick Nguyen, 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

Language Model Adaptation for Relevance Feedback in Information Retrieval

Jen-Tzung Chien, Ying-Lang Chang, 2008, 2008 6th International Symposium on Chinese Spoken Language Processing.

Variational and Hierarchical Recurrent Autoencoder

Jen-Tzung Chien, Chun-Wei Wang, Jen-Tzung Chien, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Bayesian nonparametric language models

Jen-Tzung Chien, Ying-Lang Chang, Jen-Tzung Chien, 2012, 2012 8th International Symposium on Chinese Spoken Language Processing.

Meta Learning for Hyperparameter Optimization in Dialogue System

Jen-Tzung Chien, Wei Xiang Lieow, Jen-Tzung Chien, 2019, INTERSPEECH.

Stochastic Recurrent Neural Network for Speech Recognition

Jen-Tzung Chien, Chen Shen, 2017, INTERSPEECH.

Hierarchical theme and topic model for summarization

Jen-Tzung Chien, Ying-Lan Chang, Jen-Tzung Chien, 2013, 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Deep Unfolding for Topic Models

Jen-Tzung Chien, Chao-Hsi Lee, 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Quasi-Bayes linear regression for sequential learning of hidden Markov models

Jen-Tzung Chien, 2002, IEEE Trans. Speech Audio Process..

Adaptive HMM topology for speech recognition

Jen-Tzung Chien, Chuan-Wei Ting, Kuo-Yuan Lee, 2008, INTERSPEECH.

Multisource I-Vectors Domain Adaptation Using Maximum Mean Discrepancy Based Autoencoders

Jen-Tzung Chien, Man-Wai Mak, Wei-wei Lin, 2018, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Tikhonov regularization for deep neural network acoustic modeling

Jen-Tzung Chien, Tsai-Wei Lu, Jen-Tzung Chien, 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).

Stochastic Markov Recurrent Neural Network for Source Separation

Jen-Tzung Chien, Che-Yu Kuo, Jen-Tzung Chien, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Group Sparse Hidden Markov Models for Speech Recognition

Jen-Tzung Chien, Cheng-Chun Chiang, 2012, INTERSPEECH.

Acoustic Factor Analysis for Streamed

Jen-Tzung Chien, Chuan-Wei Ting, 2009 .

Bayesian Factorization and Learning for Monaural Source Separation

Jen-Tzung Chien, Po-Kai Yang, Jen-Tzung Chien, 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Layered nonnegative matrix factorization for speech separation

Jen-Tzung Chien, Tai-Shih Chi, Chung-Chien Hsu, 2015, INTERSPEECH.

Discriminative deep recurrent neural networks for monaural speech separation

Jen-Tzung Chien, Chung-Chien Hsu, Guan-Xiang Wang, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A novel projection-based likelihood measure for noisy speech recognition

Jen-Tzung Chien, Hsiao-Chuan Wang, Lee-Min Lee, 1998, Speech Commun..

Factor analysis of acoustic features for streamed hidden Markov modeling

Jen-Tzung Chien, Chuan-Wei Ting, Jen-Tzung Chien, 2007, 2007 IEEE Workshop on Automatic Speech Recognition & Understanding (ASRU).

Image-Text Dual Model for Small-Sample Image Classification

Jen-Tzung Chien, Jun Guo, Zhanyu Ma, 2017, CCCV.

Online hierarchical transformation of hidden Markov models for speech recognition

Jen-Tzung Chien, Jen-Tzung Chien, 1999, IEEE Trans. Speech Audio Process..

An evidence framework for Bayesian learning of continuous-density hidden Markov models

Jen-Tzung Chien, Frank K. Soong, Yu Zhang, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Bayesian large margin hidden Markov models for speech recognition

Jen-Tzung Chien, Jung-Chun Chen, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Multi-view and multi-objective semi-supervised learning for large vocabulary continuous speech recognition

Jing Huang, Jen-Tzung Chien, Xiaodong Cui, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Structural Bayesian language modeling and adaptation

Jen-Tzung Chien, Chin-Hui Lee, Sibel Yaman, 2007, INTERSPEECH.

Latent Dirichlet learning for document summarization

Jen-Tzung Chien, Ying-Lang Chang, Jen-Tzung Chien, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Neural adversarial learning for speaker recognition

Jen-Tzung Chien, Kang-Ting Peng, Jen-Tzung Chien, 2019, Comput. Speech Lang..

Minimum rank error training for language modeling

Jen-Tzung Chien, Meng-Sung Wu, 2007, INTERSPEECH.

Deep Bayesian Natural Language Processing

Jen-Tzung Chien, Jen-Tzung Chien, 2019, ACL.

Discriminative subspace modeling of SNR and duration variabilities for robust speaker verification

Jen-Tzung Chien, Man-Wai Mak, Na Li, 2017, Comput. Speech Lang..

Bayesian nonparametric modeling of hierarchical topics and sentences

Jen-Tzung Chien, Ying-Lan Chang, Jui-Jung Hung, 2011, 2011 IEEE International Workshop on Machine Learning for Signal Processing.

Deep long short-term memory networks for speech recognition

Jen-Tzung Chien, Alim Misbullah, Jen-Tzung Chien, 2016, 2016 10th International Symposium on Chinese Spoken Language Processing (ISCSLP).

Adaptive Bayesian Latent Semantic Analysis

Jen-Tzung Chien, Meng-Sung Wu, Jen-Tzung Chien, 2008, IEEE Transactions on Audio, Speech, and Language Processing.

Hierarchical pitman-yor and dirichlet process for language model

Jen-Tzung Chien, Ying-Lan Chang, Jen-Tzung Chien, 2013, INTERSPEECH.

Predictive hidden Markov model selection for decision tree state tying

Jen-Tzung Chien, Sadaoki Furui, 2003, INTERSPEECH.

Deep semi-supervised learning for domain adaptation

Jen-Tzung Chien, Hung-Yu Chen, 2015, 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP).

Bayesian learning for speech dereverberation

Jen-Tzung Chien, You-Cheng Chang, 2016, 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).

Bayesian learning of speech duration models

Jen-Tzung Chien, Chih-Hsien Huang, Jen-Tzung Chien, 2003, IEEE Trans. Speech Audio Process..

Combined linear regression adaptation and Bayesian predictive classification for robust speech recognition

Jen-Tzung Chien, 2001, INTERSPEECH.

Hierarchical Theme and Topic Modeling

Jen-Tzung Chien, Jen-Tzung Chien, 2016, IEEE Transactions on Neural Networks and Learning Systems.

Latent Dirichlet learning for hierarchical segmentation

Jen-Tzung Chien, Chuang-Hua Chueh, 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing.

A new nonnegative matrix factorization for independent component analysis

Jen-Tzung Chien, Hsin-Lung Hsieh, Jen-Tzung Chien, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Joint acoustic and language modeling for speech recognition

Jen-Tzung Chien, Chuang-Hua Chueh, Jen-Tzung Chien, 2010, Speech Commun..

Modulation Wiener filter for improving speech intelligibility

Jen-Tzung Chien, Tai-Shih Chi, Kah-Meng Cheong, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Topic cache language model for speech recognition

Jen-Tzung Chien, Chuang-Hua Chueh, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Maximum Entropy Modeling of Acoustic and Linguistic Features

Jen-Tzung Chien, Chuang-Hua Chueh, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Deep Neural Network

Jen-Tzung Chien, Jen-Tzung Chien, 2019, Source Separation and Machine Learning.

Tensor classification network

Jen-Tzung Chien, Yi-Ting Bao, 2015, 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP).

A Maximum Entropy Approach for Semantic Language Modeling

Jen-Tzung Chien, Chuang-Hua Chueh, Hsin-Min Wang, 2006, Int. J. Comput. Linguistics Chin. Lang. Process..

Topic-Based Hierarchical Segmentation

Jen-Tzung Chien, Chuang-Hua Chueh, Jen-Tzung Chien, 2012, IEEE Transactions on Audio, Speech, and Language Processing.

Bayesian learning for latent semantic analysis

Jen-Tzung Chien, Meng-Sung Wu, Chia-Sheng Wu, 2005, INTERSPEECH.

Bayesian latent variable models for speech recognition

Jen-Tzung Chien, Peng Liu, Jen-Tzung Chien, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Transformation-based Bayesian predictive classification for online environmental learning and robust speech recognition

Jen-Tzung Chien, Guo-Hong Liao, 2000, INTERSPEECH.

BALSON: BAYESIAN LEAST SQUARES OPTIMIZATION WITH NONNEGATIVE L1-NORM CONSTRAINT

Jen-Tzung Chien, Jun Guo, Guoqiang Zhang, 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP).

Transformation-based Bayesian predictive classification using online prior evolution

Jen-Tzung Chien, Guo-Hong Liao, 2001, IEEE Trans. Speech Audio Process..

Independent component analysis using nonparametric likelihood ratio criterion

Jen-Tzung Chien, Bo-Cheng Chen, Jen-Tzung Chien, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Speaker identification using probabilistic PCA model selection

Jen-Tzung Chien, Chuan-Wei Ting, 2004, INTERSPEECH.

鑑別性事前資訊應用於強健性語音辨識 (Robust Speech Recognition Using Discriminative Prior Statistics) [In Chinese]

Jen-Tzung Chien, Chuan-Wei Ting, Bo-Shu Wu, 2006, ROCLING/IJCLCLP.

Channel estimation for reference model adaptation in telephone speech recognition

Jen-Tzung Chien, Hsiao-Chuan Wang, Lee-Min Lee, 1995, EUROSPEECH.

Continuous topic language modeling for speech recognition

Jen-Tzung Chien, Chuang-Hua Chueh, 2008, 2008 IEEE Spoken Language Technology Workshop.

Deep Bayesian Mining, Learning and Understanding

Jen-Tzung Chien, Jen-Tzung Chien, 2019, KDD.

使用關聯法則為主之語言模型於擷取長距離中文文字關聯性 (Association Rule Based Language Models for Discovering Long Distance Dependency in Chinese) [In Chinese]

Jen-Tzung Chien, Hung-Ying Chen, Jen-Tzung Chien, 2001, ROCLING/IJCLCLP.

Bayesian Speech and Language Processing: Introduction

Jen-Tzung Chien, Shinji Watanabe, Jen-Tzung Chien, 2015 .

Memory augmented neural network for source separation

Jen-Tzung Chien, Kai-Wei Tsou, Jen-Tzung Chien, 2017, 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP).

A new topic-bridged model for transfer learning

Jen-Tzung Chien, Meng-Sung Wu, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Adaptive processing and learning for audio source separation

Jen-Tzung Chien, Hiroshi Sawada, Shoji Makino, 2013, 2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference.

Predictive hidden Markov model selection for speech recognition

Jen-Tzung Chien, Sadaoki Furui, S. Furui, 2005, IEEE Transactions on Speech and Audio Processing.

Recursive Bayesian Linear Regression for Adaptive Classification

Jen-Tzung Chien, Jung-Chun Chen, Jen-Tzung Chien, 2009, IEEE Transactions on Signal Processing.

Hierarchical Pitman–Yor–Dirichlet Language Model

Jen-Tzung Chien, Jen-Tzung Chien, 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Reliable feature selection for language model adaptation

Jen-Tzung Chien, Chuang-Hua Chueh, Jen-Tzung Chien, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Recursive Bayesian Regression Modeling and Learning

Jen-Tzung Chien, Jung-Chun Chen, Jen-Tzung Chien, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

The shared dirichlet priors for bayesian language modeling

Jen-Tzung Chien, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Minimum Rank Error Language Modeling

Jen-Tzung Chien, Meng-Sung Wu, 2009, IEEE Transactions on Audio, Speech, and Language Processing.

Bayesian Group Sparse Learning for Nonnegative Matrix Factorization

Jen-Tzung Chien, Hsin-Lung Hsieh, 2012, INTERSPEECH.

Telephone speech recognition based on Bayesian adaptation of hidden Markov models

Jen-Tzung Chien, Hsiao-Chuan Wang, Jen-Tzung Chien, 1997, Speech Commun..

Improved Bayesian learning of hidden Markov models for speaker adaptation

Jen-Tzung Chien, Chin-Hui Lee, Hsiao-Chuan Wang, 1997, 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Deep neural network driven mixture of PLDA for robust i-vector speaker verification

Jen-Tzung Chien, Man-Wai Mak, Na Li, 2016, 2016 IEEE Spoken Language Technology Workshop (SLT).

Dirichlet Class Language Models for Speech Recognition

Jen-Tzung Chien, Chuang-Hua Chueh, Jen-Tzung Chien, 2011, IEEE Transactions on Audio, Speech, and Language Processing.

The nested indian buffet process for flexible topic modeling

Jen-Tzung Chien, Ying-Lan Chang, Jen-Tzung Chien, 2014, INTERSPEECH.

Automatic speech recognition for acoustical analysis and assessment of cantonese pathological voice and speech

Jen-Tzung Chien, Pei-Wen Huang, Yuanyuan Liu, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Recall Neural Network for Source Separation

Jen-Tzung Chien, Kai-Wei Tsou, Jen-Tzung Chien, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Some properties of Bayesian sensing hidden Markov models

Jen-Tzung Chien, George Saon, 2011, 2011 IEEE Workshop on Automatic Speech Recognition & Understanding.

Bayesian factorization and selection for speech and music separation

Jen-Tzung Chien, Chung-Chien Hsu, Po-Kai Yang, 2014, INTERSPEECH.

Bayesian group sparse learning for music source separation

Jen-Tzung Chien, Hsin-Lung Hsieh, 2013, EURASIP J. Audio Speech Music. Process..

Convex Divergence ICA for Blind Source Separation

Jen-Tzung Chien, Hsin-Lung Hsieh, Jen-Tzung Chien, 2012, IEEE Transactions on Audio, Speech, and Language Processing.

Extraction of reliable transformation parameters for unsupervised speaker adaptation

Jen-Tzung Chien, Jean-Claude Junqua, Philippe Gelin, 1999, EUROSPEECH.

音框同步之雜訊補償方法在汽車語音辨識之應用 (Frame Synchronous Noise Compensation for Car Speech Recognition) [In Chinese]

Jen-Tzung Chien, Ming-Shun Lin, 1999, ROCLING.

Bayesian Sparse Topic Model

Jen-Tzung Chien, Ying-Lan Chang, Jen-Tzung Chien, 2013, Journal of Signal Processing Systems.

Probabilistic distribution functions

Jen-Tzung Chien, Shinji Watanabe, Jen-Tzung Chien, 2015 .

Online Gaussian process for nonstationary speech separation

Jen-Tzung Chien, Hsin-Lung Hsieh, Jen-Tzung Chien, 2010, Interspeech.

A maximum entropy approach for integrating semantic information in statistical language models

Jen-Tzung Chien, Chuang-Hua Chueh, Hsin-Min Wang, 2004, 2004 International Symposium on Chinese Spoken Language Processing.

Statistical models in speech and language processing

Jen-Tzung Chien, Shinji Watanabe, 2015 .

Rapid bayesian learning for recurrent neural network language model

Jen-Tzung Chien, Yuan-Chu Ku, Mou-Yue Huang, 2014, The 9th International Symposium on Chinese Spoken Language Processing.

DNN-Driven Mixture of PLDA for Robust Speaker Verification

Jen-Tzung Chien, Man-Wai Mak, Na Li, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Online unsupervised learning of hidden Markov models for adaptive speech recognition

Jen-Tzung Chien, Jen-Tzung Chien, 2001 .

Noisy speech recognition using variance adapted likelihood measure

Jen-Tzung Chien, Hsiao-Chuan Wang, Lee-Min Lee, 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

Adversarial Learning and Augmentation for Speaker Recognition

Jen-Tzung Chien, Kang-Ting Peng, 2018, Odyssey.

Recent advances in machine learning for non-Gaussian data processing

Ming Xiao, Jen-Tzung Chien, Jalil Taghia, 2018, Neurocomputing.

Bayesian recurrent neural network language model

Jen-Tzung Chien, Yuan-Chu Ku, 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).

Unsupervised hierarchical adaptation using reliable selection of cluster-dependent parameters

Jen-Tzung Chien, Jean-Claude Junqua, 2000, Speech Commun..

Aggregate a posteriori linear regression adaptation

Jen-Tzung Chien, Chih-Hsien Huang, 2006, IEEE Trans. Speech Audio Process..

Factor analyzed HMM topology for speech recognition

Jen-Tzung Chien, Chuan-Wei Ting, Jen-Tzung Chien, 2009, INTERSPEECH.

聚集事後機率線性迴歸調適演算法應用於語音辨識 (Aggregate a Posteriori Linear Regression for Speech Recognition) [In Chinese]

Jen-Tzung Chien, Chih-Hsien Huang, Yii-Kai Wang, 2004, ROCLING.

On latent semantic language modeling and smoothing

Jen-Tzung Chien, Meng-Sung Wu, Hua-Jui Peng, 2004, INTERSPEECH.

Topic Modeling for Speech and Language Processing

Jen-Tzung Chien, Jen-Tzung Chien, 2015 .

Compact decision trees with cluster validity for speech recognition

Jen-Tzung Chien, Chih-Hsien Huang, Shun-Ju Chen, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Spectro-Temporal Neural Factorization for Speech Dereverberation

Jen-Tzung Chien, Kuan-Ting Kuo, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Image-text dual neural network with decision strategy for small-sample image classification

Jen-Tzung Chien, Jun Guo, Zhanyu Ma, 2019, Neurocomputing.

Maximum Confidence Hidden Markov Modeling for Face Recognition

Chih-Pin Liao, Jen-Tzung Chien, Jen-Tzung Chien, 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A new eigenvoice approach to speaker adaptation

Jen-Tzung Chien, Hsin-Min Wang, Chih-Hsien Huang, 2004, 2004 International Symposium on Chinese Spoken Language Processing.

Bayesian Sensing Hidden Markov Models

Jen-Tzung Chien, George Saon, G. Saon, 2012, IEEE Transactions on Audio, Speech, and Language Processing.

Bayesian Singing-Voice Separation

Jen-Tzung Chien, Chung-Chien Hsu, Po-Kai Yang, 2014, ISMIR.

Subspace modeling and selection for noisy speech recognition

Jen-Tzung Chien, Chuan-Wei Ting, Jen-Tzung Chien, 2006, INTERSPEECH.

A hybrid algorithm for speaker adaptation using MAP transformation and adaptation

Jen-Tzung Chien, Chin-Hui Lee, Hsiao-Chuan Wang, 1997 .

Binary mask estimation based on frequency modulations

Jen-Tzung Chien, Tai-Shih Chi, Chung-Chien Hsu, 2014, INTERSPEECH.

Bayesian feature selection for sparse topic model

Jen-Tzung Chien, Ying-Lan Chang, Kuen-Feng Lee, 2011, 2011 IEEE International Workshop on Machine Learning for Signal Processing.

Adaptive hierarchy of hidden Markov models for transformation-based adaptation

Jen-Tzung Chien, 2002, Speech Commun..

Association pattern language modeling

Jen-Tzung Chien, Jen-Tzung Chien, 2006, IEEE Transactions on Audio, Speech, and Language Processing.

Latent dirichlet language model for speech recognition

Jen-Tzung Chien, Chuang-Hua Chueh, Jen-Tzung Chien, 2008, 2008 IEEE Spoken Language Technology Workshop.

Synthesis of Chest-Lead ECG Using Temporal Convolutional Networks

Jen-Tzung Chien, Yu-Chieh Huang, Yu-Hung Chuang, 2021, ICGSP.

Hyperspectral Imaging and Convolutional Learning for Sugariness Prediction: Example of Syzygium Samarangense

Jen-Tzung Chien, Mang Ou-Yang, Tzung-Cheng Chen, 2021 .

Online Compressive Transformer for End-to-End Speech Recognition

Jen-Tzung Chien, Chi-Hang Leong, Yu-Han Huang, 2021, Interspeech.

Microphone array signal processing for far-talking speech recognition

Jen-Tzung Chien, Jain-Ray Lai, Po-Yin Lai, 2001, 2001 IEEE Third Workshop on Signal Processing Advances in Wireless Communications (SPAWC'01). Workshop Proceedings (Cat. No.01EX471).

Radiation Therapy Outcomes Models in the Era of Radiomics and Radiogenomics: Uncertainties and Validation.

Jen-Tzung Chien, Issam El Naqa, Gaurav Pandey, 2018, International journal of radiation oncology, biology, physics.

Maximum Confidence Hidden Markov Modeling

Chih-Pin Liao, Jen-Tzung Chien, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.