Publications





                   - 2020 -


2020    Conference Paper

Incorporating Broad Phonetic Information for Speech Enhancement

Y.-J. Lu, C.-F. Liao, X. Lu, J.-w. Hung, & Y. Tsao
Interspeech, 2020

   

2020    Conference Paper

SERIL: Noise Adaptive Speech Enhancement using Regularization-based Incremental Learning

C.-C. Lee, Y.-C. Lin, H.-T. Lin, H.-M. Wang, & Y. Tsao
Interspeech, 2020

   

2020    Conference Paper

Lite Audio-Visual Speech Enhancement

S.-Y. Chuang, Y. Tsao, C.-C. Lo, H.-M. Wang
Interspeech, 2020

   

2020    Conference Paper

iMetricGAN: Intelligibility Enhancement for Speech-in-Noise using Generative Adversarial Network-based Metric Learning

H. Li, S.-W. Fu, Y. Tsao, & J. Yamagishi
Interspeech, 2020

2020    Conference Paper

Enhancing Intelligibility of Dysarthric Speech Using Gated Convolutional-based Voice Conversion System

C.-Y. Chen, W.-Z. Zheng, S.-S. Wang, Y. Tsao, P.-C. Li, & Y.-H. Lai
Interspeech, 2020

2020    Conference Paper

Self-supervised Denoising Autoencoder with Linear Regression Decoder for Speech Enhancement

R. E. Zezario, T. Hussain, X. Lu, H.-M. Wang, & Y. Tsao
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020

                   - 2019 -


2019    Conference Paper

Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition

Y.-L. Shen, C.-Y. Huang, S.-S. Wang, Y. Tsao, H.-M. Wang, and T.-S. Chi
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019

2019    Conference Paper

Investigation of F0 conditioning and Fully Convolutional Networks in Variational Autoencoder based Voice Conversion

W.-C. Huang, Y.-C. Wu, C.-C. Lo, P. L. Tobing, T. Hayashi, K. Kobayashi, T. Toda, Y. Tsao and H.-M. Wang
Interspeech, 2019

2019    Conference Paper

Specialized Speech Enhancement Model Selection Based on Learned Non-Intrusive Quality Assessment Metric

R. E. Zezario, S.-W. Fu, X. Lu, H.-M. Wang, and Y. Tsao
Interspeech, 2019

2019    Conference Paper

Speaker-aware Deep Denoising Autoencoder with Embedded Speaker Identity for Speech Enhancement

F.-K. Chuang, S.-S. Wang, J.-w. Hung, Y. Tsao, and S.-H. Fang
Interspeech, 2019

2019    Conference Paper

Class-wise Centroid Distance Metric Learning for Acoustic Event Detection

X. Lu, P. Shen, S. Li, Y. Tsao, and H. Kawai
Interspeech, 2019

2019    Conference Paper

Reducing noise and reverberation in speech signals via the integration of denoising autoencoder and temporal lowpass filtering

K.-Y. Liu, S.-k. Lee, S.-S. Wang, Y. Tsao, J.-w. Hung
IEEE International Conference on Applied System Innovation (ICASI), 2019

2019    Conference Paper

Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech

L.-W. Chen, H.-Y. Lee, and Y. Tsao
Interspeech, 2019

2019    Conference Paper

IA-NET: Acceleration and Compression of Speech Enhancement using Integer-adder Deep Neural Network

Y.-C. Lin, Y.-T. Hsu, S.-W. Fu, Y. Tsao, and T.-W. Kuo
Interspeech, 2019

2019    Conference Paper

MOSNet: Deep Learning based Objective Assessment for Voice Conversion

C.-C. Lo, S.-w. Fu, W. C. Huang, X. Wang, J. Yamagishi, Y. Tsao and H.-M. Wang
Interspeech, 2019

2019    Conference Paper

MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement

S.-W. Fu, C.-F. Liao, Y. Tsao, S.-D. Lin
ICML, 2019

2019    Conference Paper

Exploring the Encoder Layers of Discriminative Autoencoders for LVCSR

P.-T. Huang, H.-S. Lee, S.-S. Wang, K.-Y. Chen, Y. Tsao and H.-M. Wang
Interspeech, 2019

2019    Conference Paper

Noise Adaptive Speech Enhancement using Domain Adversarial Training

C.-F. Liao, Y. Tsao, H.-y. Lee and H.-M. Wang
Interspeech, 2019

2019    Conference Paper

Bone-conducted Speech Enhancement using Hierarchical Extreme Learning Machine

T. Hussain, Y. Tsao, S. M. Sinicalchi, J.-C. Wang, H.-M. Wang, and W.-H. Liao
International Workshop on Spoken Dialogue Systems Technology (IWSDS), 2019

2019    Conference Paper

Audio-Visual Speech Enhancement Using Hierarchical Extreme Learning Machine

T. Hussain, Y. Tsao, H.-M. Wang, J.-C. Wang, S. M. Siniscalchi, W.-H. Liao
European Signal Processing Conference (EUSIPCO), 2019

2019    Conference Paper

Incorporating Symbolic Sequential Modeling for Speech Enhancement

C.-F. Liao, Y. Tsao, X. Lu and H. Kawai
Interspeech, 2019

2019    Conference Paper

Refined WaveNet Vocoder for Variational Autoencoder Based Voice Conversion

W.-C. Huang, Y.-C. Wu, H.-T. Hwang, P. L. Tobing, T. Hayashiy, K. Kobayashi, T. Toda, Y. Tsao, H.-M. Wang
European Signal Processing Conference (EUSIPCO), 2019

2019    Conference Paper

Generalization of Spectrum Differential based Direct Wave form Modification for Voice Conversion

W.-C. Huang, Y.-C. Wu, K. Kobayashi, Y.-H. Peng, H.-T. Hwang2, P. L. Tobing, Y. Tsao, H.-M. Wang and T. Toda
ISCA SSW 10, 2019

                   - 2018 -


2018    Conference Paper

Improving the Performance of Hearing Aids in Noisy Environments based on Deep Learning Technology

Y.-H. Lai, W.-Z. Zheng, S.-T. Tang, S.-H. Fang, W.-H. Liao, and Y. Tsao
IEEE Engineering in Medicine and Biology Society (EMBC), 2018

2018    Conference Paper

Speech Dereverberation Based on Integrated Deep and Ensemble Learning Algorithm

W.-J. Lee, S.-S. Wang, F. Chen, X. Lu, S.-Y. Chien, and Y. Tsao
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018
DEMO 1
DEMO 2

2018    Conference Paper

A Novel LSTM-based Speech Preprocessor For Speaker Diarization in Realistic Mismatch Conditions

L. Sun, J. Du, T. Gao, Y.-D. Lu, Y. Tsao, C.-H. Lee, N. Ryant
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018
DEMO

2018    Conference Paper

Enhancement and Analysis of Conversational Speech: JSALT 2017

N. Ryant et al
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018

2018    Conference Paper

Temporal Attentive Pooling for Acoustic Event Detection.

X. Lu, P. Shen, S. Li, Y. Tsao, H. Kawai
Interspeech, 2018

2018    Conference Paper

Speech Enhancement based on Reducing the Detail Portion of Speech Spectrograms in Modulation Domain via Discrete Wavelet Transform

S.-k. Lee, S.-S. Wang, Y. Tsao, J.-w. Hung
The International Symposium on Chinese Spoken Language Processing (ISCSLP),2018

2018    Conference Paper

A Supervised Learning Algorithm Considering Light Conditions for Visual Inspection of Metal Objects

Hung-Chung Li, Shang-Chih Lin, Yu Tsao, Shun-Feng Su, Pei-Li Sun and Yennun Huang
The 54th Annual Conference of Chinese Society for Quality 2018 International Symposium of Quality Management

2018    Conference Paper

An Industrial IoT Analysis System Based on Machining Data of Metal Materials

Shang-Chih Lin, Yu Tsao, Shun-Feng Su, and Yennun Huang
International Conference on Fuzzy Theory and Its Applications

2018    Conference Paper

Robustness against the channel effect in pathological voice detection

Y.-T. Hsu, Z. Zhu, C.-T. Wang, S.-H. Fang, F. Rudzicz, and Y. Tsao
NeurIPS 2018, Machine Learning for Health (ML4H) Workshop

2018    Conference Paper

Voice Conversion Based on Cross-Domain Features Using Variational Auto Encoders

W.-C. Huang, H.-T. Hwang, Y.-H. Peng, Y. Tsao, H.-M. Wang
The International Symposium on Chinese Spoken Language Processing (ISCSLP), 2018

2018    Conference Paper

A study on speech enhancement using exponent-only floating point quantized neural network (EOFP-QNN)

Y.-T. Hsu, Y.-C. Lin, S.-W. Fu, Y. Tsao, T.-W. Kuo
IEEE Spoken Language Technology (SLT), 2018

2018    Conference Paper

FIS-based Domestic Milling Machine PHM System Considering Multi-speed Frequency Variation

Shang-Chih Lin, Chuan-Hsiang Su, Yu Tsao, Shun-Feng Su, Hong-Yuan Mark Liao, and Yennun Huang
IEEE International Conference on Advanced Manufacturing, 2018

2018    Conference Paper

Deep Denoising Autoencoder Based Post Filtering for Speech Enhancement

R. E. Zezario, J.-W. Huang, X. Lu, Y. Tsao, H.-T. Hwang, H.-M. Wang
Asia-Pacific Signal and Information Processing Association (Asia-Pacific Signal and Information Processing Association (APSIPA)A), 2018

2018    Conference Paper

An Abnormal Detection Strategy of Rotating Electric Machine based on Frequency Distribution

Shang-Chih Lin, Yu Tsao, Shun-Feng Su, Yennun Huang, and Zi-Qing Zhong
The 39th Symposium on Electrical Power Engineering, 2018

                   - 2017 -


2017    Conference Paper

A Locally Linear Embbeding Based Postfiltering Approach for Speech Enhancement.

Y.-C. Wu, H.-T. Hwang, S.-S. Wang, C.-C. Hsu, Y.-H. Lai, Y. Tsao, and H.-M. Wang
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017

2017    Conference Paper

Discriminative Autoencoders for Speaker Verification

H.-S. Lee, Y.-D. Lu, C.-C. Hsu, Y. Tsao, H.-M. Wang, and S.-K. Jeng
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017

2017    Conference Paper

Object-based on-line video summarization for internet of video things

S.-T. Lin, Y.-H. Liao, Y. Tsao, and S.-Y. Chien
IEEE International Symposium on Circuits & Systems (ISCAS), 2017

2017    Conference Paper

Voice Conversion from Unaligned Corpora Using Variational Autoencoding Wasserstein Generative Adversarial Networks

C.-C. Hsu, H.-T. Hwang, Y.-C. Wu, Y. Tsao, and H.-M. Wang
Interspeech, 2017

2017    Conference Paper

A Post-filtering Approach Based on Locally Linear Embedding Difference Compensation for Speech Enhancement

Y.-C. Wu, H.-T. Hwang, S.-S. Wang, C.-C. Hsu, Y. Tsao, and H.-M. Wang
Interspeech, 2017

2017    Conference Paper

Wavelet Speech Enhancement Based on Robust Principal Component Analysis

C.-L. Wu, H.-P. Hsu, S.-S. Wang, J.-W. Hung, Y.-H. Lai, H.-M. Wang, and Y. Tsao
Interspeech, 2017

2017    Conference Paper

Discriminative Autoencoders for Acoustic Modeling

M.-H. Yang, H.-S. Lee, Y.-D. Lu, K.-Y. Chen, Y. Tsao, B. Chen, and H.-M. Wang
Interspeech, 2017

2017    Conference Paper

Raw Waveform-based Speech Enhancement by Fully Convolutional Networks

S.-W. Fu, Y. Tsao, X. Lu, and H. Kawai
Asia-Pacific Signal and Information Processing Association (APSIPA), 2017

2017    Conference Paper

Computing Biodiversity Change via a Soundscape Monitoring Network

T.-H. Lin, Y.-H. Wang, S.-S. Lu, H.-W. Yen, and Y. Tsao
PNC, 2017

2017    Conference Paper

Fast Locally Linear Embedding Algorithm for Exemplar-based Voice Conversion

Y.-H. Peng, C.-C. Hsu, Y.-C. Wu, H.-T. Hwang, Y.-W. Liu, Y. Tsao, and H.-M. Wang
Asia-Pacific Signal and Information Processing Association (APSIPA), 2017

2017    Conference Paper

A Deep Learning based Noise Reduction Approach to Improve Speech Intelligibility for Cochlear Implant Recipients in the Presence of Competing Speech Noise

S.-S. Wang, Y. Tsao, H.-L. S. Wang, Y.-H. Lai*, and L. P.-H. Li
Asia-Pacific Signal and Information Processing Association (Asia-Pacific Signal and Information Processing Association (APSIPA)A), 2017

2017    Conference Paper

Complex Spectrogram Enhancement by Convolutional Neural Network with Multi-metrics Learning

S.-W. Fu, T.-y. Hu, Y. Tsao, X. Lu
IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2017

2017    Conference Paper

Deblending of Simultaneous-source Seismic Data via Periodicity-coded Nonnegative Matrix Factorization

T.-H. Lin and Y. Tsao
IEEE Dataport, 2017

                   - 2016 -


2016    Conference Paper

Improving the Performance of Noise Reduction in Hearing Aids Based on the Genetic Algorithm

Ying-Hui Lai, Chien-Hsun Chen, Shih-Tsang Tang, Zong-Mu Yeh, and Yu Tsao
IFMBE Proceedings 57, 2016

2016    Conference Paper

Temporal Modulation Spectral Restoration for Robust Speech Recognition

S.-S. Wang and Y. Tsao
IEEE International Conference on Multimedia Big Data (BigMM), 2016

2016    Conference Paper

Speech Enhancement via Ensemble Modeling NMF Adaptation

Jeremy Chiaming Yang, Syu-Siang Wang, Yu Tsao, and Jeih-weih Hung
IEEE International Conference on Consumer Electronics (ICCE), 2016

2016    Conference Paper

Leveraging Nonnegative Matrix Factorization in Processing the Temporal Modulation Spectrum for Speech Enhancement

Syu-Siang Wang, Jeremy Chiaming Yang, Yu Tsao, and Jeih-weih Hung
IEEE International Conference on Consumer Electronics (ICCE), 2016

2016    Conference Paper

Nonnegative Matrix Factorization-based Frequency Lowering Technology for Mandarin-speaking Hearing Aid Users.

Y.-T. Liu, Y. Tsao, R. Y. Chang
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2016

2016    Conference Paper

Track-clustering Error Evaluation for Track-based Multi-camera Tracking System Employing Human Re-identification

C.-W. Wu, M.-T. Zhong, Y. Tsao, S.-W. Yang, Y.-K. Chen, and S.-Y. Chien
Computer Vision and Pattern Recognition (CVPR), 2016

2016    Conference Paper

Pair-wise Distance Metric Learning of Neural Network Model for Spoken Language Identification

X. Lu, P. Shen, Y. Tsao, H. Kawai
Interspeech, 2016

2016    Conference Paper

SNR-Aware Convolutional Neural Network Modeling for Speech Enhancement

S.-W. Fu, Y. Tsao, X. Lu
Interspeech, 2016

2016    Conference Paper

Minimization of Regression and Ranking Losses with Shallow Neural Networks on Automatic Sincerity Evaluation

H.-S. Lee, Y. Tsao, C.-C. Lee, H.-M. Wang, W.-C. Lin, W.-C. Chen, S.-W. Hsiao, S.-K. Jeng
Interspeech, 2016

2016    Conference Paper

DCASE Report for Task 3: Sound Event Detection in Real Life Audio

Y.-H. Lai, C.-H. Wang, S.-Y. Hou, B.-Y. Chen, Y. Tsao, and Y.-W. Liu
Detection and Classification of Acoustic Scenes and Events (DCASE), 2016

2016    Conference Paper

Locally Linear Embedding for Exemplar-Based Spectral Conversion

Y.-C. Wu, H.-T. Hwang, C.-C. Hsu, Y. Tsao, H.-M. Wang
Interspeech, 2016

2016    Conference Paper

Incorporating Local Environment Information with Ensemble Neural Networks to Robust Automatic Speech Recognition

C.-Y. Hsu, R. E. Zezario, J.-C. Wang, X. Lu, and Y. Tsao
The International Symposium on Chinese Spoken Language Processing (ISCSLP), 2016

2016    Conference Paper

A Linear Regression Model with Dynamic Pulse Transit Time Features for Noninvasive Blood Pressure Prediction

Y.-Y. Hsieh, C.-D. Wu, Y. Tsao, and S.-S. Lu
Biomedical Circuits and Systems Conference (IEEE Global Conference on Signal and Information Processing (IEEE Global Conference on Signal and Information Processing (GlobalSIP))), 2016

2016    Conference Paper

Improving the Performance of Speech Perception in Noisy Environment based on a FAME Strategy

Y.-H. Lai, S.-S. Wang, Y.-T. Su, H.-C. Cheng, F. K. Fu, and Y. Tsao
The International Symposium on Chinese Spoken Language Processing (ISCSLP), 2016

2016    Conference Paper

Dictionary Update for NMF-based Voice Conversion Using an Encoder-Decoder Network

C.-C. Hsu, H.-T. Hwang, Y.-C. Wu, Y. Tsao, and H.-M. Wang
The International Symposium on Chinese Spoken Language Processing (ISCSLP), 2016

2016    Conference Paper

Voice Conversion from Non-parallel Corpora Using Variational Auto-encoder

C.-C. Hsu, H.-T. Hwang, Y.-C. Wu, Y. Tsao and H.-M. Wang
Asia-Pacific Signal and Information Processing Association (Asia-Pacific Signal and Information Processing Association (APSIPA)A), 2016

2016    Conference Paper

Audio-Visual Speech Enhancement using Deep Neural Networks

J.-C. Hou, S.-S. Wang, Y.-H. Lai, J.-C. Lin, Y. Tsao, H.-W. Chang, and H.-M. Wang
Asia-Pacific Signal and Information Processing Association (Asia-Pacific Signal and Information Processing Association (APSIPA)A), 2016

                   - 2015 -


2015    Conference Paper

Multimodal Arousal Rating using Unsupervised Fusion Technique

C. Ma, Y. Tsao, and C.-H. Lee
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2015

2015    Conference Paper

A Discriminative Post-filter for Speech Enhancement in Hearing Aids

Y.-H. Lai, S.-S. Wang, P.-C. Li, and Yu Tsao
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2015

2015    Conference Paper

Temporal Information in Tone Recognition

P. Lin, S.-S. Wang, and Y. Tsao
IEEE International Conference on Consumer Electronics (ICCE), 2015

2015    Conference Paper

Speech Recognition with Temporal Neural Networks

P. Lin, D.-C. Lyu, Y.-F. Chang, and Y. Tsao
Interspeech, 2015

2015    Conference Paper

Sparse Representation with Temporal Max-Smoothing for Acoustic Event Detection

X. Lu, P. Shen, Y. Tsao, C. Hori, H. Kawai
Interspeech, 2015

2015    Conference Paper

A New Frequency Lowering Technique for Mandarin-Speaking Hearing Aid Users.

Y.-T. Liu, R. Y. Chang, Y. Tsao, and Y.-p. Chang
IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2015

2015    Conference Paper

A Probabilistic Interpretation for Artificial Neural Network-based Voice Conversion

H.-T. Hwang, Y. Tsao, H.-M. Wang, Y.-R. Wang, and S.-H. Chen
Asia-Pacific Signal and Information Processing Association (Asia-Pacific Signal and Information Processing Association (APSIPA)A), 2015

2015    Conference Paper

Improving Denoising Auto-encoder Based Speech Enhancement With the Speech Parameter Generation Algorithm

S.-S. Wang, H.-T. Hwang, Y.-H. Lai, Y. Tsao, X. Lu, H.-M. Wang, and B. Su
Asia-Pacific Signal and Information Processing Association (Asia-Pacific Signal and Information Processing Association (APSIPA)A), 2015

2015    Conference Paper

Temporal Alignment for Deep Neural Networks

P. Lin, D.-C. Lyu, Y.-F. Chang, and Y. Tsao
IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2015

                   - 2014 -


2014    Conference Paper

Speaker Verification Using Kernel-Based Binary Classifiers with Binary Operation Derived Features

H.-S. Lee, Y. Tsao, Y.-F. Chang, H.-M. Wang, and S.-K. Jeng
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014

2014    Conference Paper

Sparse Representation Based on a Bag of Spectral Exemplars for Acoustic Event Detection

X. Lu, Yu Tsao, S. Matsuda, and C. Hori
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014

2014    Conference Paper

Speech Enhancement using Segmental Nonnegative Matrix Factorization.

H.-t. Fan, J.-w. Hung, X. Lu, S.-S. Wang, Yu Tsao
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014

2014    Conference Paper

Automatic Speech Recognition with Primarily Temporal Envelope Information

P. Lin, F. Chen, S.-S. Wang, Y. Tsao and Y. H. Lai
Interspeech, 2014

2014    Conference Paper

Ensemble of Machine Learning Algorithms for Cognitive and Physical Speaker Load Detection

C. Ma, Y. Tsao, and C.-H. Lee
Interspeech, 2014

2014    Conference Paper

Clustering-Based I-Vector Formulation for Speaker Recognition

H.-S. Lee, Y. Tsao, H.-M. Wang and S.-K. Jen
Interspeech, 2014

2014    Conference Paper

An Adaptive Envelope Compression Strategy for Speech Processing in Cochlear Implants

Y. H. Lai, F. Chen, and Y. Tsao
Interspeech, 2014

2014    Conference Paper

Acoustic Feature Conversion using a Polynomial based Feature Transferring Algorithm

S.-S. Wang, P. Lin, D.-C. Lyu, Y. Tsao, H.-T. Hwang, B. Su and H.-M. Wang
The International Symposium on Chinese Spoken Language Processing (ISCSLP), 2014

2014    Conference Paper

Spectral Patch Based Sparse Coding for Acoustic Event Detection.

X. Lu, Y. Tsao, P. Shen, and C. Hori
The International Symposium on Chinese Spoken Language Processing (ISCSLP), 2014

2014    Conference Paper

Ensemble Modeling of Denoising Autoencoder for Speech Spectrum Restoration

X. Lu, Y. Tsao, S. Matsuda, and C. Hori
Interspeech, 2014

2014    Conference Paper

Robust Anchorperson Detection Based on Audio Streams using a Hybrid I-vector and DNN System

Y.-F. Chang, P. Lin, S.-H. Cheng, K.-H. Chan, Y.-C. Zeng, C.-W. Liao, W.-T. Chang, Y.-C. Wang, Y. Tsao
Asia-Pacific Signal and Information Processing Association (Asia-Pacific Signal and Information Processing Association (APSIPA)A), 2014

2014    Conference Paper

Effect of Adaptive Envelope Compression in Simulated Electric Hearing in Reverberation

Y.-H. Lai, F. Chen, and Y. Tsao
ISIC, 2014

2014    Conference Paper

A Transfer Probabilistic Collective Factorization Model to Handle Sparse Data in Collaborative Filtering

H. Jing, A.-C. Liang, S.-D. Lin, and Y. Tsao
ICDM, 2014

                   - 2013 -


2013    Conference Paper

Sparse Maximum Entropy Deep Belief Nets

How Jing and Yu Tsao
IJCNN, 2013

2013    Conference Paper

Filtering on the Temporal Probability Sequence in Histogram Equalization for Robust Speech Recognition

Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013

2013    Conference Paper

Speech Enhancement using Generalized Maximum a Posteriori Spectral Amplitude Estimator

Yu-Cheng Su, Yu Tsao, Jung-En Wu, Fu-Rong Jean
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013

2013    Conference Paper

Evaluation of Generalized Maximum a Posteriori Spectral Amplitude (GMAPA) Speech Enhancement Algorithm in Hearing Aids

Ying-Hui Lai, Yu-Cheng Su, Yu Tsao, Shuenn-Tsong Young
ISCE, 2013

2013    Conference Paper

Recurrent Neural Network Based Language Model Personalization by Social Network Crowdsourcing

Tsung-Hsien Wen, Aaron Heidel, Hung-yi Lee, Yu Tsao and Lin-Shan Lee
Interspeech, 2013

2013    Conference Paper

Alleviating the Over-Smoothing Problem in GMM-Based Voice Conversion with Discriminative Training

Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang, Yih-Ru Wang and Sin-Horng Chen
Interspeech, 2013

2013    Conference Paper

An Investigation of Spectral Restoration Algorithms for Deep Neural Networks based Noise Robust Speech Recognition

Bo Li, Yu Tsao and Khe Chai Sim
Interspeech, 2013

2013    Conference Paper

Ensemble of Machine Learning and Acoustic Segment Model Techniques for Speech Emotion and Autism Spectrum Disorders Recognition

Hung-yi Lee, Ting-yao Hu, How Jing, Yun-Fan Chang, Yu Tsao, Yu-Cheng Kao and Tsang-Long Pao
Interspeech, 2013

2013    Conference Paper

Robust Wi-Fi Location Fingerprinting Against Device Diversity based on Spatial Mean Normalization

C.-H. Wang, T.-W. Kao, S.-H. Fang, Y. Tsao, L.-C. Kuo, S.-W. Kao, and N.-C. Lin
Asia-Pacific Signal and Information Processing Association (Asia-Pacific Signal and Information Processing Association (APSIPA)A), 2013

2013    Conference Paper

Incorporating Global Variance in the Training Phase of GMM-based Voice Conversion

H.-T. Hwang, Y. Tsao, H.-M. Wang, Y.-R. Wang, S.-H. Chen
Asia-Pacific Signal and Information Processing Association (Asia-Pacific Signal and Information Processing Association (APSIPA)A), 2013

2013    Conference Paper

Semantic Naïve Bayes Classifier for Document Classification

H.-S. Lee, Y. Tsao, Y.-F. Chang, H.-M. Wang, and S.-K. Jeng
International Joint Conference on Natural Language Processing (IJCNLP), 2013

2013    Conference Paper

Speech enhancement based on deep denoising autoencoder

Xugang Lu, Yu Tsao, Shigeki Matsuda and Chiori Hori
Interspeech, 2013

                   - 2012 -


2012    Conference Paper

A Linear Projection Approach to Environment Modeling for Robust Speech Recognition

Yu Tsao, C.-L. Huang, S. Matsuda, C. Hori, and H. Kashioka
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2012

2012    Conference Paper

Discriminative Fuzzy Clustering Maximum a Posterior Linear Regression for Speaker Adaptation

T.-Y. Hu, Yu Tsao, and L.-S. Lee Interspeech, 2012

2012    Conference Paper

A Study of Mutual Information for GMM-Based Spectral Conversion

H.-T. Hwang, Yu Tsao, H.-M. Wang, Y.-R. Wang, and S.-H. Chen
Interspeech, 2012

2012    Conference Paper

Exploring Mutual Information for GMM-Based Spectral Conversion

H.-T. Hwang, Yu Tsao, H.-M. Wang, Y.-R. Wang, and S.-H. Chen
The International Symposium on Chinese Spoken Language Processing (ISCSLP), 2012

2012    Conference Paper

Acoustic Space Partition based on Broad Phonetic Class for Ensemble Acoustic Modeling

X. Lu, Yu Tsao, S. Matsuda, C. Hori, and H. Kashioka
The International Symposium on Chinese Spoken Language Processing (ISCSLP), 2012

2012    Conference Paper

A Study on Cepstral Subband Normalization for Robust ASR

S.-S. Wang, J.-W. Hung, and Yu Tsao
The International Symposium on Chinese Spoken Language Processing (ISCSLP), 2012

                   - 2011 -


2011    Conference Paper

A Sampling-based Environment Population Projection Approach for Rapid Acoustic Model Adaptation

Y. Tsao, S. Matsuda, S. Sakai, R. Isotani, H. Kawai, and S. Nakamura
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011

2011    Conference Paper

Increasing Discriminative Capability on Map-based Mapping Function Estimation for Acoustic Model Adaptation

Yu Tsao, R. Isotani, H. Kawai, and S. Nakamura
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011

2011    Conference Paper

Incorporating Regional Information to Enhance MAP-based Stochastic Feature Compensation for Robust Speech Recognition

Yu Tsao, P. R. Dixon, C. Hori, and H. Kawai
Interspeech, 2011

2011    Conference Paper

Feature Normalization and Selection for Robust Speaker State Recognition

C.-L. Huang, Yu Tsao, and C. Hori
International Committee for Co-ordination and Standardisation of Speech Databases (COCOSDA), 2011

                   - 2010 -


2010    Conference Paper

An Acoustic Segment Model Approach to Incorporating Temporal Information into Speaker Modeling for Text-Independent Speaker Recognition

Yu Tsao, H. Sun, H. Li, and C.-H. Lee
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2010

2010    Conference Paper

Shrinkage Model Adaptation in Automatic Speech Recognition

J. Li, Y. Tsao, and C.-H. Lee
Interspeech, 2010

2010    Conference Paper

A Particle Filter Feature Compensation Approach to Robust Speech Recognition

A. Mushtaq, Y. Tsao, and C.-H. Lee
Interspeech, 2010

                   - 2009 -


2009    Conference Paper

Ensemble Speaker and Speaking Environment Modeling Approach with Advanced Online Estimation Process

Y. Tsao, J. Li, and C.-H. Lee
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2009

2009    Conference Paper

A Study on Soft Margin Estimation of Linear Regression Parameters for Speaker Adaptation

S. Matsuda, Y. Tsao, J. Li, S. Nakamura, and C.-H. Lee
Interspeech, 2009

2009    Conference Paper

Soft Margin Estimation on Improving Environment Structures for Ensemble Speaker and Speaking Environment Modeling

Y. Tsao, J. Li, C.-H. Lee, and S. Nakamura
International Universal Communication Symposium (IUCS), 2009

2009    Conference Paper

MAP Estimation of Online Mapping Parameters in Ensemble Speaker and Speaking Environment Modeling

Y. Tsao, S. Matsuda, S. Nakamura, and C.-H. Lee
IEEE Automatic Speech Recognition and Understanding (ASRU), 2009

                   - 2008 -


2008    Conference Paper

A Programmable Analog Radial-Basis-Function Based Classifier

S.-Y. Peng, Y. Tsao, P. E. Hasler, and D. V. Anderson
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2008

                   - 2007 -


2007    Conference Paper

Detection-based ASR In the Automatic Speech Attribute Transcription Project

I. Bromberg, Q. Fu, J. Hou, J. Li, C. Ma, B. Mattews, A. Moreno-Daniel, J. Morris, S. M. Siniscalchi, Y. Tsao, and Y. Wang
Interspeech, 2007

2007    Conference Paper

An Ensemble Modeling Approach to Joint Characterization of Speaker and Speaking Environments

Y. Tsao and C.-H. Lee
Interspeech, 2007

2007    Conference Paper

Two Extensions to Ensemble Speaker and Speaking Environment Modeling for Robust Automatic Speech Recognition

Y. Tsao and C.-H. Lee
IEEE Automatic Speech Recognition and Understanding (IEEE Automatic Speech Recognition and Understanding (ASRU)), 2007

                   - 2006 -


2006    Conference Paper

A Study on Detection Based Automatic Speech Recognition

C. Ma, Y. Tsao, and C.-H. Lee
Interspeech, 2006

2006    Conference Paper

A Vector Space Approach to Environment Modeling for Robust Speech Recognition

Y. Tsao and C.-H. Lee
Interspeech, 2006

                   - 2005 -


2005    Conference Paper

A Study on Separation between Acoustic Models and Its Applications

Y. Tsao, J. Li, and C.-H. Lee
Eurospeech, 2005

2005    Conference Paper

A study on knowledge source integration for candidate rescoring in automatic speech recognition

Li, Jinyu and Tsao, Yu and Lee, Chin-Hui
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2005

                   - 2001 -


2001    Conference Paper

Segmental Eigenvoice for Rapid Speaker Adaptation

Y. Tsao, S.-M. Lee, and L.-S. Lee
Eurospeech, 2001