Journal
2022

- 2022
Neural Correlates of Individual Differences in Predicting Ambiguous Sounds Comprehension Level
Y. Lin, Y.Tsao, and P.-J. Hsieh
NeuroImage, 2022

- 2022
Detection of Glottic Neoplasm Based on Voice Signals Using Deep Neural Networks
C.-T. Wang, Z.-Y. Chuang, C.-H. Hung, Y. Tsao, S.-H. Fang
IEEE Sensors Journal, 2022

- 2022
Continuous Speech for Improved Learning Pathological Voice Disorders
S.-S. Wang, C.-C. Lai, C.-T. Wang, Y. Tsao, S.-H. Fang
IEEE Open Journal of Engineering in Medicine and Biology, 2022

- 2022
Predicting the Travel Distance of Patients while Accessing Healthcare using Deep Neural Network
L.-C. Chen, J.-T. Sheu, Y.-J. Chuang, and Y. Tsao
IEEE Journal of Translational Engineering in Health and Medicine, 2022

- 2022
SVSNet: An End-to-end Speaker Voice Similarity Assessment Model
C.-H. Hu, Y.-H. Peng, Junichi Yamagishi, H.-M. Wang, and Y. Tsao
IEEE Signal Processing Letters, 2022

- 2022
Improved Lite Audio-Visual Speech Enhancement
S.-Y. Chuang, H.-M. Wang, and Y. Tsao
IEEE Transactions on Audio, Speech and Language Processing, 2022

- 2022
CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application
Y.-W. Chen, K.-H. Hung, Y.-J. Li, A. C.-F. Kang, Y.-S. Lai, K.-C. Liu, S.-W. Fu, S.-S. Wang, and Y. Tsao
IEEE Access, 2022
2021

- 2021
Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media
F. S. Abousaleh, W.-H. Cheng, N.-H. Yu, and Y. Tsao
IEEE Transactions on Cognitive and Developmental Systems, 2021

- 2021
Coupling A Generative Model With A Discriminative Learning Framework for Speaker Verification
X. Lu, P. Shen, Y. Tsao, and H. Kawai
IEEE Transactions on Audio, Speech and Language Processing, 2021

- 2021
SEOFP-NET: Compression and Acceleration of Deep Neural Networks for Speech Enhancement Using Sign-Exponent-Only Floating-Points
Y.-C. Lin, C. Yu, Y.-T. Hsu, S.-W. Fu, Y. Tsao, T.-W. Kuo
IEEE Transactions on Audio, Speech and Language Processing, 2021

- 2021
Ensemble and Multimodal Learning for Pathological Voice Classification
W. Ariyanti, T. Hussain, J.-C. Wang, C.-T. Wang, S.-H. Fang, and Y. Tsao
IEEE Sensors Journal, 2021

- 2021
Deep Learning Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems
K.-C. Liu, K.-H. Hung, C.-Y. Hsieh, H.-Y. Huang, C.-T. Chan, and Y. Tsao
IEEE Transactions on Cognitive and Developmental Systems, 2021

- 2021
Sensing ecosystem dynamics via audio source separation: A case study of marine soundscapes off northeastern Taiwan
T.-H. Lin ,T. Akamatsu, and Y. Tsao
PLOS Computational Biology, 2021
2020

- 2020
A Study of Joint Effect on Denoising Techniques and Visual Cues to Improve Speech Intelligibility in Cochlear Implant Simulation
R.-Y. Tseng, T.-W. Wang, S.-W. Fu, C.-Y. Lee, and Y. Tsao
IEEE Transactions on Cognitive and Developmental Systems, 2020

- 2020
Automatic recognition of murmurs of ventricular septal defect using convolutional recurrent neural networks with temporal attentive pooling
J.-K. Wang, Y.-F. Chang, K.-H. Tsai, W.-C. Wang, C.-Y. Tsai, C.-H. Cheng, and Y. Tsao
Scientific Reports, 2020

- 2020
Improving the Intelligibility of Speech for Simulated Electric and Acoustic Stimulation Using Fully Convolutional Neural Networks
N. Y.-H. Wang, H.-L. S. Wang, T.-W. Wang, S.-W. Fu, X. Lu, Y. Tsao, and H.-M. Wang
IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2020

- 2020
Ensemble Hierarchical Extreme Learning Machine for Speech Dereverberation
T. Hussain, S. M. Siniscalchi, H.-L. S. Wang, Y. Tsao, S. V. Mario, and W.-H. Liao
IEEE Transactions on Cognitive and Developmental Systems, 2020

- 2020
ASVspoof 2019: A Large-scale Public Database of Synthetized, Converted and Replayed Speech
X. Wang et al.,
IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2020

- 2020
Subspace-based Representation and Learning for Phonotactic Spoken Language Recognition
H.-S. Lee, Y. Tsao, S.-K. Jeng, and H.-M. Wang
IEEE Transactions on Audio, Speech and Language Processing, 2020

- 2020
WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech Enhancement
T.-A. Hsieh, H.-M. Wang, X. Lu, and Y. Tsao
IEEE Signal Processing Letters, 2020

- 2020
Blind Monaural Source Separation on Heart and Lung Sounds Based on Periodic-Coded Deep Autoencoder
K.-H. Tsai, W.-C. Wang, C.-H. Cheng, C.-Y. Tsai, J.-K. Wang, T.-H. Lin,
S.-H. Fang, L.-C. Chen, and Y. Tsao
IEEE Journal of Biomedical and Health Informatics, 2020

- 2020
Speech Enhancement based on Denoising Autoencoder with Multi-branched Encoders
C. Yu, R. E. Zezario, S.-S. Wang, J. Sherman, Y.-Y. Hsieh, X. Lu, H.-M. Wang, and Y. Tsao
IEEE Transactions on Audio, Speech and Language Processing, 2020

- 2020
Unsupervised Representation Disentanglement using Cross Domain Features and Adversarial Learning in Variational Autoencoder based Voice Conversion
W.-C. Huang, H. Luo, H.-T. Hwang, C.-C. Lo, Y.-H. Peng, Y. Tsao, and H.-M. Wang
IEEE Transactions on Emerging Topics in Computational Intelligence, 2020

- 2020
Atypical Frequency Sweep Processing in Chinese Children With Reading Difficulties: Evidence From Magnetoencephalography
N. Y.-H. Wang, C.-H. Chiang, H.-L. S. Wang, and Y. Tsao
Frontiers in Psychology, 2020

- 2020
Time-Domain Multi-modal Bone/air Conducted Speech Enhancement
C. Yu, K.-H. Hung, S.-S. Wang, Y. Tsao, and J.-W. Hung
IEEE Signal Processing Letters, 2020

- 2020
Overall Survival Prediction of Non-small Cell Lung Cancer by Integrating Microarray and Clinical Data With Deep Learning
Y.-H. Lai, W.-N. Chen, T.-C. Hsu, C. Lin, Y. Tsao, and S. Wu
Scientific Reports, 2020

- 2020
Dress With Style: Learning Style From Joint Deep Embedding of Clothing Styles and Body Shapes
S. C. Hidayati, T. W. Goh, J.-S. G. Chan, C.-C. Hsu, J. See, L.-K. Wong,
K.-L. Hua, Y. Tsao, and W.-H. Cheng
IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2020

- 2020
Multichannel Speech Enhancement by Raw Waveform-mapping using Fully Convolutional Networks
C.-L. Liu, S.-W. Fu, Y.-J. Li, J.-W. Huang, H.-M. Wang, and Y. Tsao
IEEE Transactions on Audio, Speech and Language Processing, 2020
2019

- 2019
Learning with Learned Loss Function: Speech Enhancement with Quality-Net to Improve Perceptual Evaluation of Speech Quality
S.-W. Fu, C.-F. Liao, and Y. Tsao
IEEE Signal Processing Letters, 2019

- 2019
Increasing Compactness of Deep Learning based Speech Enhancement Models with Parameter Pruning and Quantization Techniques
J.-Y. Wu , C. Yu , S.-W. Fu, C.-T. Liu , S.-Y. Chien, and Y. Tsao
IEEE Signal Processing Letters, 2019

- 2019
Source Separation in Ecoacoustics: A Roadmap towards Versatile Soundscape Information Retrieval
T.-H. Lin and Y. Tsao
Remote Sensing in Ecology and Conservation, 2019

- 2019
Detection of Pathological Voice Using Cepstrum Vectors: A Deep Learning Approach
C.-T. Wang, F.-C. Lin, J.-Y. Chen, M.-J. Hsiao, S.-H. Fang, Y.-H. Lai, and Y. Tsao
Journal of Voice, 2019

- 2019
Combining Acoustic Signals and Medical Records to Improve Pathological Voice Classification
S.-H. Fang, C.-T. Wang, J.-Y. Chen, Y. Tsao, and F.-C. Lin
APSIPA Transactions on Signal and Information Processing, 2019

- 2019
Bioimaging: New Templated Ostwald Ripening Process of Mesostructured FeOOH for Third‐Harmonic Generation Bioimaging
C.-W. Lee et al.
Small, 2019

- 2019
Noise Reduction in ECG Signals Using Fully Convolutional Denoising Autoencoders
H.-T. Chiang, Y.-Y. Hsieh, S.-W. Fu, K.-H. Hung, Y. Tsao, and S.-Y. Chien
IEEE Access, 2019

- 2019
A Mobile Phone–Based Approach for Hearing Screening of School-Age Children: Cross-Sectional Validation Study
Y.-C. Chu, Y.-F. Cheng, Y.-H. Lai, Y. Tsao, T.-Y. Tu, S. T. Young, T.-S.
Chen, Y.-F. Chung, F. Lai, and W.-H. Liao
JMIR Mhealth Uhealth, 2019

- 2019
Robust S1 and S2 heart sound recognition based on spectral restoration and multi-style training
Y. Tsao, T.-H. Lin, F. Chen, Y.-F. Chang, C.-H. Cheng, and K.-H. Tsai
Biomedical Signal Processing and Control, 2019

- 2019
Auditory Identification of Frequency-Modulated Sweeps and Reading Difficulties in Chinese
H.-L. S. Wang , N. Y.-H. Wang , I.-C. Chen, and Y. Tsao
Research in Developmental Disabilities, 2019
2018

- 2018
Computation-Performance Optimization of Convolutional Neural Networks with Redundant Filter Removal
C.-T. Liu, T.-W. Lin, Y.-H. Wu, Y.-S. Lin, H. Lee, Y. Tsao, and S.-Y. Chien
IEEE Transactions on Circuits and Systems I, 2018

- 2018
Bone Conducted Speech Enhancement Using Deep Denoising Autoencoder
H.-P. Liu, Y. Tsao, and C.-S. Fuh
Speech Communication, 2018

- 2018
Locally linear Embedding Based Post-filtering for Speech Enhancement
H.-T. Hwang, Y.-C. Wu, S.-S. Wang, C.-C. Hsu, Y. Tsao, H.-M. Wang, Y.-R. Wang, and S.-H. Chen
Journal of Information Science and Engineering, 2018

- 2018
Demographic and Symptomatic Features of Voice Disorders and Their Potential Application in Classification using Machine Learning Algorithms
S.-Y. Tsui, Y. Tsao, C.-W. Lin, S.-H. Fang, and C.-T. Wang
Folia Phoniatrica et Logopaedica, 2018

- 2018
End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks
S.-W. Fu, T.-W. Wang, Y. Tsao, X. Lu, and H. Kawai
IEEE Transactions on Audio, Speech and Language Processing, 2018

- 2018
Deep Learning based Noise Reduction Approach to Improve Speech Intelligibility for Cochlear Implant Recipients
Y.-H. Lai, Y. Tsao, X. Lu, F. Chen, Y.-T. Su, K.-C. Chen, Y.-H. Chen, L.-C. Chen, P.-H. Li, and C.-H. Lee
Ear and Hearing, 2018
This work receives the National Innovation Award 2018 (2018年國家新創獎)

- 2018
Adaptive Noise Cancellation using Deep Cerebellar Model Articulation Controller
Y. Tsao, H.-C. Chu, S.-H. Fang, J. Lee, and C.-M. Lin
IEEE Access, 2018

- 2018
Comparison of Passive Acoustic Soniferous Fish Monitoring With Supervised and Unsupervised Approaches
T.-H. Lin, T. Akamatsu, and Y. Tsao
The Journal of the Acoustical Society of America (JASA), 2018

- 2018
Audio-visual Speech Enhancement using Multimodal Deep Convolutional Neural Networks
J.-C. Hou, S.-S. Wang, Y.-H. Lai, Y. Tsao, H.-W. Chang, and H.-M. Wang
IEEE Transactions on Emerging Topics in Computational Intelligence, 2018

- 2018
Off-Line Evaluation of Mobile-Centric Indoor Positioning Systems: The Experiences from the 2017 IPIN Competition
J. Torres-Sospedra et al.
Sensors, 2018

- 2018
Voice Conversion based on Locally Linear Embedding
H.-T. Hwang, Y.-C. Wu, Y.-H. Peng, C.-C. Hsu, Y. Tsao, H.-M. Wang, Y.-R. Wang, and S.-H. Chen
Journal of Information Science and Engineering, 2018
2017

- 2017
Multi-style Learning with Denoising Autoencoders for Acoustic Modeling in the Internet of Things (IoT)
P. Lin, D. Lyu, F. Chen, S.-S. Wang, and Y. Tsao
Computer Speech and Language, 2017

- 2017
Joint Dictionary Learning-based Non-Negative Matrix Factorization for Voice Conversion to Improve Speech Intelligibility After Oral Surgery
S.-W. Fu, P.-C. Li, Y.-H. Lai, C.-C. Yang, L.-C. Hsieh, and Y. Tsao
IEEE Transactions on Biomedical Engineering, 2017

- 2017
Experimental Study on Extreme Learning Machine Applications for Speech Enhancement
T. Hussain, S. M. Siniscalchi, C.-C. Lee, S.-S. Wang, Y. Tsao, and W.-H. Liao
IEEE Access, 2017

- 2017
Toward Automating Oral Presentation Scoring during Principal Certification Program using Audio-Video Low-level Behavior Profiles
N. Y.-H. Wang, H.-L. S. Wang, T.-W. Wang, S.-W. Fu, X. Lu, Y. Tsao, and H.-M. Wang
IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2020

- 2017
Learning Transportation Modes from Smartphone Sensors Based on Deep Neural Network
S.-H. Fang, Y.-X. Fei, Z. Xu, and Y. Tsao
IEEE Sensors Journal, 2017

- 2017
Effects of Noise Suppression and Envelope Dynamic Range Compression on the Intelligibility of Vocoded Sentences for a Tonal Language
F. Chen, D. Zheng, and Y. Tsao
The Journal of the Acoustical Society of America (JASA), 2017

- 2017
A Deep Denoising Autoencoder Approach to Improving the Intelligibility of Vocoded Speech in Cochlear Implant Simulation
Y.-H. Lai, F. Chen, S.-S. Wang, X. Lu, Y. Tsao, and C.-H. Lee
IEEE Transactions on Biomedical Engineering, 2017

- 2017
Improving Biodiversity Assessment via Unsupervised Separation of Biological Sounds from Long-duration Recordings
T.-H. Lin, S.-H. Fang, and Y. Tsao
Scientific Reports, 2017

- 2017
Regularization of Neural Network Model with Distance Metric Learning for I-vector based Spoken Language Identification
X. Lu, P. Shen, Y. Tsao, and H. Kawai
Computer Speech and Language, 2017

- 2017
A Smartphone-Based Multi-Functional Hearing Assistive System to Facilitate Speech Recognition in the Classroom
A. Chern, Y.-H. Lai, Y.-P. Chang, Y. Tsao, R. Y. Chang, and H.-W. Chang
IEEE Access, 2017
This paper has been selected as a Featured Article

- 2017
S1 and S2 Heart Sound Recognition using Deep Neural Networks
T.-E. Chen, S.-I Yang, L.-T. Ho, K.-H. Tsai, Y.-H. Chen, Y.-F. Chang,
Y.-H. Lai,
S.-S. Wang, Y. Tsao, and C.-C. Wu
IEEE Transactions on Biomedical Engineering, 2017
2016

- 2016
Personalizing Recurrent Neural Network based Language Model by Social Network
H.-y. Lee, B.-H. Tseng, T.-H. Wen, and Y. Tsao
IEEE Transactions on Audio, Speech and Language Processing, 2016

- 2016
Channel State Reconstruction Using Multilevel Discrete Wavelet Transform for Improved Fingerprinting-Based Indoor Localization
S.-H. Fang, W.-H. Chang, Y. Tsao, H.-C. Shih, and C. Wang
IEEE Sensors Journal, 2016

- 2016
Assessing the Perceptual Contributions of Level-dependent Segments to Sentence Intelligibility
T. Guan, G.-x. Chu, Y. Tsao, and F. Chen
The Journal of the Acoustical Society of America (JASA), 2016

- 2016
Auditory Perception, Suprasegmental Speech Processing, and Vocabulary Development in Chinese Preschoolers
H.-L. S. Wang, I-C. Chen, C.-H. Chiang, Y.-H. Lai, and Y. Tsao
Perceptual and Motor Skills, 2016

- 2016
Transportation Modes Classification Using Sensors on Smartphones
S.-H. Fang , H.-H. Liao , Y.-X. Fei , K.-H. Chen , J.- W. Huang , Y.-D. Lu, and Y. Tsao
Sensors, 2016

- 2016
Wavelet Speech Enhancement based on Nonnegative Matrix Factorization
S.-S. Wang, A. Chern, Y. Tsao, J.-W. Hung, X. Lu, Y.-H. Lai, and B. Su
IEEE Signal Processing Letters, 2016

- 2016
Modeling Speech Intelligibility with Recovered Envelope from Temporal Fine Structure Stimulus
F. Chen, Y. Tsao, and Y.-H. Lai
Speech Communication, 2016

- 2016
Maximum Entropy Learning with Deep Belief Networks
P. Lin, S.-W. Fu, S.-S.Wang, Y.-H. Lai, and Y. Tsao
Entropy, 2016

- 2016
Generalized Maximum a Posteriori Spectral Amplitude Estimation for Speech Enhancement
Y. Tsao and Y.-H. Lai
Speech Communication, 2016
2015

- 2015
Compensating for Orientation Mismatch in Robust WiFi Localization Using Histogram Equalization
S.-H. Fang, C.-H. Wang, and Y. Tsao
IEEE Transactions on Vehicular Technology, 2015

- 2015
Robust Voice Activity Detection Algorithm Based on Feature of Frequency Modulation of Harmonics and Its DSP Implementation
C.-C. Hsu, K.-M. Cheong, T.-S. Chi, and Y. Tsao
IEICE Transactions on Information and Systems, 2015

- 2015
A Smartphone-Based Remote Microphone Hearing Assistive System Using Wireless Technologies
Y.-C. Lin, Y.-H. Lai, H.-W. Chang, Y. Tsao, Y.-P. Chang, and R. Y. Chang
IEEE Systems Journal, 2015

- 2015
Rapid Converging M-max Partial Update Least Mean Square Algorithms with New Variable Step-size Methods
Y.-J, Lee, Y.-R. Chien, and Y. Tsao
IEICE Transaction on Communications, 2015

- 2015
Effects of Adaptation Rate and Noise Suppression on the Intelligibility of Compressed-Envelope Based Speech
Y.-H. Lai, Y. Tsao, and F. Chen
PLoS ONE, 2015

- 2015
Ensemble Environment Modeling using Affine Transform Group
Y. Tsao, P. Lin, T.-Y. Hu, and X. Lu
Speech Communication, 2015

- 2015
Acoustic Echo Cancellation Using a Vector-Space-Based Adaptive Filtering Algorithm
Y. Tsao, S.-H. Fang, and Y. Hsiao
IEEE Signal Processing Letters, 2015
2014

- 2014
Variable Selection Linear Regression for Robust Speech Recognition
Y. Tsao, T.-Y. Hu, S. Sakti, S. Nakamura, and L.-S. Lee
IEICE Transactions on Information and Systems, 2014

- 2014
Incorporating Local Information of the Acoustic Environments to MAP-based Feature Compensation and Acoustic Model Adaptation
Y. Tsao, X. Lu, P. Dixon, T.-Y. Hu, S. Matsuda, and C. Hori
Computer Speech and Language, 2014

- 2014
A MAP-based Online Estimation Approach to Ensemble Speaker and Speaking Environment
Y. Tsao, S. Matsuda, C. Hori, H. Kashioka, and C.-H. Lee
IEEE Transactions on Audio, Speech and Language Processing, 2014
2013

- 2013
A Study of Adaptive WDRC in Hearing Aids under Noisy Conditions
Y.-H. Lai, Y. Tsao, and F. Chen
International Journal of Speech & Language Pathology and Audiology, 2013
2009

- 2009
An Ensemble Speaker and Speaking Environment Modeling Approach to Robust Speech Recognition
Y. Tsao and C.-H. Lee
IEEE Transactions on Audio, Speech and Language Processing, 2009
2005

- 2005
Segmental Eigenvoice with Delicate Eigenspace for Improved Speaker Adaptation
Y. Tsao, S.-M. Lee, and L.-S. Lee
IEEE Transactions on Speech and Audio Processing, 2005