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1

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

Dong Yu, Hinton, G., Morgan, N., Jen-Tzung Chien, Sagayama, S.

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2012

Language:

english

File:

PDF, 752 KB

english, 2012

2

Deep Unfolding for Topic Models

Chien, Jen-Tzung, Lee, Chao-Hsi

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2017

Language:

english

File:

PDF, 2.72 MB

english, 2017

3

Tensor-Factorized Neural Networks

Chien, Jen-Tzung, Bao, Yi-Ting

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2017

Language:

english

File:

PDF, 3.71 MB

english, 2017

4

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

El Naqa, Issam, Pandey, Gaurav, Aerts, Hugo, Chien, Jen-Tzung, Andreassen, Christian Nicolaj, Niemierko, Andrzej, Ten Haken, Randall K.

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2018

Language:

english

File:

PDF, 204 KB

english, 2018

5

Discriminant waveletfaces and nearest feature classifiers for face recognition

Jen-Tzung Chien, Chia-Chen Wu

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2002

Language:

english

File:

PDF, 422 KB

english, 2002

6

Maximum Confidence Hidden Markov Modeling for Face Recognition

Jen-Tzung Chien, Chin-Pin Liao

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2008

Language:

english

File:

PDF, 2.73 MB

english, 2008

7

Linear regression based Bayesian predictive classification for speech recognition

Jen-Tzung Chien

Journal:

IEEE Transactions on Speech and Audio Processing

Year:

2003

Language:

english

File:

PDF, 593 KB

english, 2003

8

Bayesian group sparse learning for music source separation

Jen-Tzung Chien, Hsin-Lung Hsieh

Journal:

EURASIP Journal on Audio, Speech, and Music Processing

Year:

2013

Language:

english

File:

PDF, 959 KB

english, 2013

9

[IEEE 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP) - Boston, MA, USA (2015.9.17-2015.9.20)] 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP) - Deep semi-supervised learning for domain adaptation

Chen, Hung-Yu, Chien, Jen-Tzung

Year:

2015

Language:

english

File:

PDF, 249 KB

english, 2015

10

Bayesian Recurrent Neural Network for Language Modeling

Chien, Jen-Tzung, Ku, Yuan-Chu

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 2.00 MB

english, 2015

11

[IEEE (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. - Philadelphia, Pennsylvania, USA (March 18-23, 2005)] Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. - Nonsingular Discriminant Feature Extraction for Face Recognition

Chih-Pin Liao,, Jen-Tzung Chien,

Year:

2005

Language:

english

File:

PDF, 1.82 MB

english, 2005

12

[IEEE 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Shanghai (2016.3.20-2016.3.25)] 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Deep unfolding inference for supervised topic model

Lee, Chao-Hsi, Chien, Jen-Tzung

Year:

2016

Language:

english

File:

PDF, 186 KB

english, 2016

13

[IEEE 2016 10th International Symposium on Chinese Spoken Language Processing (ISCSLP) - Tianjin, China (2016.10.17-2016.10.20)] 2016 10th International Symposium on Chinese Spoken Language Processing (ISCSLP) - Deep long short-term memory networks for speech recognition

Chien, Jen-Tzung, Misbullah, Alim

Year:

2016

Language:

english

File:

PDF, 623 KB

english, 2016

14

Deep Reinforcement Learning for Automated Radiation Adaptation in Lung Cancer

Tseng, Huan-Hsin, Luo, Yi, Cui, Sunan, Chien, Jen-Tzung, Ten Haken, Randall K., El Naqa, Issam

Journal:

Medical Physics

Year:

2017

Language:

english

File:

PDF, 3.91 MB

english, 2017

15

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Stochastic Markov Recurrent Neural Network for Source Separation

Chien, Jen-Tzung, Kuo, Che-Yu

Year:

2019

Language:

english

File:

PDF, 1.40 MB

english, 2019

16

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Variational and Hierarchical Recurrent Autoencoder

Chien, Jen-Tzung, Wang, Chun-Wei

Year:

2019

Language:

english

File:

PDF, 383 KB

english, 2019

17

Neural Adversarial Learning for Speaker Recognition

Chien, Jen-Tzung, Peng, Kang-Ting

Journal:

Computer Speech & Language

Year:

2019

Language:

english

File:

PDF, 1.42 MB

english, 2019

18

[ACM Press the 25th ACM SIGKDD International Conference - Anchorage, AK, USA (2019.08.04-2019.08.08)] Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '19 - Deep Bayesian Mining, Learning and Understanding

Chien, Jen-Tzung

Year:

2019

Language:

english

File:

PDF, 764 KB

english, 2019

19

Variational Domain Adversarial Learning with Mutual Information Maximization for Speaker Verification

Tu, Youzhi, Mak, Man-Wai, Chien, Jen-Tzung

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2020

File:

PDF, 1.18 MB

2020

20

Guest Editorial: Modern Speech Processing and Learning

Chien, Jen-Tzung, Mak, Man-Wai

Journal:

Journal of Signal Processing Systems

Year:

2020

File:

PDF, 132 KB

2020

21

Machine Learning for Speaker Recognition || Machine Learning Models

Mak, Man-Wai, Chien, Jen-Tzung

Year:

2020

File:

PDF, 3.32 MB

2020

22

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - Stochastic Convolutional Recurrent Networks

Chien, Jen-Tzung, Huang, Yu-Min

Year:

2020

File:

PDF, 773 KB

2020

23

Machine Learning for Speaker Recognition || Dimension Reduction and Data Augmentation

Mak, Man-Wai, Chien, Jen-Tzung

Year:

2020

File:

PDF, 929 KB

2020

24

Joint acoustic and language modeling for speech recognition

Jen-Tzung Chien, Chuang-Hua Chueh

Journal:

Speech Communication

Year:

2010

Language:

english

File:

PDF, 444 KB

english, 2010

25

Adaptive hierarchy of hidden Markov models for transformation-based adaptation

Jen-Tzung Chien

Journal:

Speech Communication

Year:

2002

Language:

english

File:

PDF, 339 KB

english, 2002

26

Telephone speech recognition based on Bayesian adaptation of hidden Markov models

Jen-Tzung Chien, Hsiao-Chuan Wang

Journal:

Speech Communication

Year:

1997

Language:

english

File:

PDF, 206 KB

english, 1997

27

A novel projection-based likelihood measure for noisy speech recognition

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

Journal:

Speech Communication

Year:

1998

Language:

english

File:

PDF, 251 KB

english, 1998

28

Car Speech Enhancement Using a Microphone Array

Jen-Tzung Chien, Po-Yin Lai

Journal:

International Journal of Speech Technology

Year:

2005

Language:

english

File:

PDF, 482 KB

english, 2005

29

A Bayesian prediction approach to robust speech recognition and online environmental learning

Jen-Tzung Chien

Journal:

Speech Communication

Year:

2002

Language:

english

File:

PDF, 168 KB

english, 2002

30

Unsupervised hierarchical adaptation using reliable selection of cluster-dependent parameters

Jen-Tzung Chien, Jean-Claude Junqua

Journal:

Speech Communication

Year:

2000

Language:

english

File:

PDF, 412 KB

english, 2000

31

Editorial

Jen-Tzung Chien, P.C. Ching, Eric Chang

Journal:

International Journal of Speech Technology

Year:

2004

Language:

english

File:

PDF, 29 KB

english, 2004

32

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

Jen-Tzung Chien, Jain-Ray Lai

Journal:

Journal of Signal Processing Systems

Year:

2004

Language:

english

File:

PDF, 114 KB

english, 2004

33

Adaptive Bayesian Latent Semantic Analysis

Jen-Tzung Chien, Meng-Sung Wu

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2008

Language:

english

File:

PDF, 822 KB

english, 2008

34

Factor Analyzed Subspace Modeling and Selection

Jen-Tzung Chien, Chuan-Wei Ting

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2008

Language:

english

File:

PDF, 865 KB

english, 2008

35

Minimum Rank Error Language Modeling

Jen-Tzung Chien, Meng-Sung Wu

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2009

Language:

english

File:

PDF, 1.09 MB

english, 2009

36

Acoustic Factor Analysis for Streamed Hidden Markov Modeling

Jen-Tzung Chien, Chuan-Wei Ting

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2009

Language:

english

File:

PDF, 789 KB

english, 2009

37

Dirichlet Class Language Models for Speech Recognition

Jen-Tzung Chien, Chuang-Hua Chueh

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2011

Language:

english

File:

PDF, 1.07 MB

english, 2011

38

Bayesian Sensing Hidden Markov Models

Saon, G., Jen-Tzung Chien

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2012

Language:

english

File:

PDF, 435 KB

english, 2012

39

Topic-Based Hierarchical Segmentation

Jen-Tzung Chien, Chuang-Hua Chueh

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2012

Language:

english

File:

PDF, 1.08 MB

english, 2012

40

Convex Divergence ICA for Blind Source Separation

Jen-Tzung Chien, Hsin-Lung Hsieh

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2012

Language:

english

File:

PDF, 1.29 MB

english, 2012

41

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

Xiaodong Cui, Jing Huang, Jen-Tzung Chien

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2012

Language:

english

File:

PDF, 641 KB

english, 2012

42

Association pattern language modeling

Jen-Tzung Chien

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2006

Language:

english

File:

PDF, 369 KB

english, 2006

43

A new independent component analysis for speech recognition and separation

Jen-Tzung Chien, Bo-Cheng Chen

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2006

Language:

english

File:

PDF, 520 KB

english, 2006

44

Aggregate a posteriori linear regression adaptation

Jen-Tzung Chien, Chih-Hsien Huang

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2006

Language:

english

File:

PDF, 495 KB

english, 2006

45

Bayesian learning of speech duration models

Jen-Tzung Chien, Chih-Hsien Huang

Journal:

IEEE Transactions on Speech and Audio Processing

Year:

2003

Language:

english

File:

PDF, 702 KB

english, 2003

46

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

Jen-Tzung Chien

Journal:

IEEE Transactions on Speech and Audio Processing

Year:

2002

Language:

english

File:

PDF, 401 KB

english, 2002

47

Decision tree State tying using cluster validity criteria

Jen-Tzung Chien

Journal:

IEEE Transactions on Speech and Audio Processing

Year:

2005

Language:

english

File:

PDF, 492 KB

english, 2005

48

Predictive hidden Markov model selection for speech recognition

Jen-Tzung Chien, Furui, S.

Journal:

IEEE Transactions on Speech and Audio Processing

Year:

2005

Language:

english

File:

PDF, 459 KB

english, 2005

49

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

Saon, George, Chien, Jen-Tzung

Journal:

IEEE Signal Processing Magazine

Year:

2012

Language:

english

File:

PDF, 714 KB

english, 2012

50

Recursive Bayesian Linear Regression for Adaptive Classification

Jen-Tzung Chien, Jung-Chun Chen

Journal:

IEEE Transactions on Signal Processing

Year:

2009

Language:

english

File:

PDF, 813 KB

english, 2009

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