Yu Tsao

576 papers A* 7A 82B 7C 16Misc 45Journal 291Unranked 125
YearRankTypeTitle / Venue / Authors
2026 J jnl
How Auditory Knowledge in LLM Backbones Shapes Audio Language Models: A Holistic Evaluation.
CoRR
Ke-Han Lu, Szu-Wei Fu, Chao-Han Huck Yang, Zhehuai Chen, Sung-Feng Huang, Chih-Kai Yang, Yi-Cheng Lin, Chi-Yuan Hsiao, Wenze Ren, En-Pei Hu, Yu-Han Huang, An-Yu Cheng, Cheng-Han Chiang, Yu Tsao, Yu-Chiang Frank Wang, Hung-yi Lee
2026 J jnl
LLM-Guided Reinforcement Learning for Audio-Visual Speech Enhancement.
CoRR
Chih-Ning Chen, Jen-Cheng Hou, Hsin-Min Wang, Shao-Yi Chien, Yu Tsao, Fan-Gang Zeng
2026 J jnl
Leveraging Self-Supervised Audio-Visual Pretrained Models to Improve Vocoded Speech Intelligibility in Cochlear Implant Simulation.
IEEE Trans. Biomed. Eng.
Richard Lee Lai, Jen-Cheng Hou, I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Mandar Gogate, Tughrul Arslan, Amir Hussain, Chii-Wann Lin, Yu Tsao
2026 J jnl
NeuroAMP: A Novel End-to-End General Purpose Deep Neural Amplifier for Personalized Hearing Aids.
IEEE Trans. Artif. Intell.
Shafique Ahmed, Ryandhimas E. Zezario, Hui-Guan Yuan, Amir Hussain, Hsin-Min Wang, Wei-Ho Chung, Yu Tsao
2026 J jnl
Rethinking Training Targets, Architectures and Data Quality for Universal Speech Enhancement.
CoRR
Szu-Wei Fu, Rong Chao, Xuesong Yang, Sung-Feng Huang, Ryandhimas E. Zezario, Rauf Nasretdinov, Ante Jukic, Yu Tsao, Yu-Chiang Frank Wang
2026 J jnl
SAVe: Self-Supervised Audio-visual Deepfake Detection Exploiting Visual Artifacts and Audio-visual Misalignment.
CoRR
Sahibzada Adil Shahzad, Ammarah Hashmi, Junichi Yamagishi, Yusuke Yasuda, Yu Tsao, Chia-Wen Lin, Yan-Tsung Peng, Hsin-Min Wang
2026 J jnl
TaigiSpeech: A Low-Resource Real-World Speech Intent Dataset and Preliminary Results with Scalable Data Mining In-the-Wild.
CoRR
Kai-Wei Chang, Yi-Cheng Lin, Huang-Cheng Chou, Wenze Ren, Yu-Han Huang, Yun-Shao Tsai, Chien-Cheng Chen, Yu Tsao, Yuan-Fu Liao, Shrikanth Narayanan, James R. Glass, Hung-yi Lee
2026 J jnl
Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors, and Perceptual Insights.
IEEE Comput. Intell. Mag.
Ammarah Hashmi, Sahibzada Adil Shahzad, Chia-Wen Lin, Yu Tsao, Hsin-Min Wang
2025 J jnl
A 40-nm 3.9mW, 200words/Min Neural Signal Processor in Speech Decoding for Brain-Machine Interface.
IEEE Trans. Biomed. Circuits Syst.
Tun-Yu Chang, Jeng-Bang Wang, Yu-Hsuan Tsai, Yu Tsao, Chia-Hsiang Yang
2025 A conf
A Comparative Study on Proactive and Passive Detection of Deepfake Speech.
INTERSPEECH
Chia-Hua Wu, Wanying Ge, Xin Wang, Junichi Yamagishi, Yu Tsao, Hsin-Min Wang
2025 J jnl
A Comparative Study on Proactive and Passive Detection of Deepfake Speech.
CoRR
Chia-Hua Wu, Wanying Ge, Xin Wang, Junichi Yamagishi, Yu Tsao, Hsin-Min Wang
2025 A conf
A Study on Speech Assessment with Visual Cues.
INTERSPEECH
Shafique Ahmed, Ryandhimas E. Zezario, Nasir Saleem, Amir Hussain, Hsin-Min Wang, Yu Tsao
2025 J jnl
A Study on Speech Assessment with Visual Cues.
CoRR
Shafique Ahmed, Ryandhimas E. Zezario, Nasir Saleem, Amir Hussain, Hsin-Min Wang, Yu Tsao
2025 J jnl
A Study on Zero-Shot Non-Intrusive Speech Intelligibility for Hearing Aids Using Large Language Models.
CoRR
Ryandhimas E. Zezario, Dyah A. M. G. Wisnu, Hsin-Min Wang, Yu Tsao
2025 Misc conf
A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models.
ICASSP
Ryandhimas E. Zezario, Sabato Marco Siniscalchi, Hsin-Min Wang, Yu Tsao
2025 J jnl
AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Deepfake Detection of Frontal Face Videos.
IEEE Trans. Hum. Mach. Syst.
Sahibzada Adil Shahzad, Ammarah Hashmi, Yan-Tsung Peng, Yu Tsao, Hsin-Min Wang
2025 J jnl
AVTENet: A Human-Cognition-Inspired Audio-Visual Transformer-Based Ensemble Network for Video Deepfake Detection.
IEEE Trans. Cogn. Dev. Syst.
Ammarah Hashmi, Sahibzada Adil Shahzad, Chia-Wen Lin, Yu Tsao, Hsin-Min Wang
2025 J jnl
An Exploration of Mamba for Speech Self-Supervised Models.
CoRR
Tzu-Quan Lin, Heng-Cheng Kuo, Tzu-Chieh Wei, Hsi-Chun Cheng, Chun-Wei Chen, Hsien-Fu Hsiao, Yu Tsao, Hung-yi Lee
2025 J jnl
Bridging The Multi-Modality Gaps of Audio, Visual and Linguistic for Speech Enhancement.
CoRR
Meng-Ping Lin, Jen-Cheng Hou, Chia-Wei Chen, Shao-Yi Chien, Jun-Cheng Chen, Xugang Lu, Yu Tsao
2025 J jnl
CLiFT-ASR: A Cross-Lingual Fine-Tuning Framework for Low-Resource Taiwanese Hokkien Speech Recognition.
CoRR
Hung-Yang Sung, Chien-Chun Wang, Kuan-Tang Huang, Tien-Hong Lo, Yu Tsao, Yung-Chang Hsu, Berlin Chen
2025 J jnl
Capacity-Net-Based RIS Precoding Design without Channel Estimation for mmWave MIMO System.
CoRR
Chun-Yuan Huang, Po-Heng Chou, Wan-Jen Huang, Ying-Ren Chien, Yu Tsao
2025 J jnl
CodecFake-Omni: A Large-Scale Codec-based Deepfake Speech Dataset.
CoRR
Jiawei Du, Xuanjun Chen, Haibin Wu, Lin Zhang, I-Ming Lin, I-Hsiang Chiu, Wenze Ren, Yuan Tseng, Yu Tsao, Jyh-Shing Roger Jang, Hung-yi Lee
2025 J jnl
Condition-Invariant fMRI Decoding of Speech Intelligibility with Deep State Space Model.
CoRR
Ching-Chin Sung, Shuntaro Suzuki, Francis Pingfan Chien, Komei Sugiura, Yu Tsao
2025 A conf
Cross-modal Knowledge Transfer Learning as Graph Matching Based on Optimal Transport for ASR.
INTERSPEECH
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2025 J jnl
Cross-modal Knowledge Transfer Learning as Graph Matching Based on Optimal Transport for ASR.
CoRR
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2025 J jnl
DNN-Based Precoding in RIS-Aided mmWave MIMO Systems With Practical Phase Shift.
CoRR
Po-Heng Chou, Ching-Wen Chen, Wan-Jen Huang, Walid Saad, Yu Tsao, Ronald Y. Chang
2025 J jnl
Deep Reinforcement Learning-Based Precoding for Multi-RIS-Aided Multiuser Downlink Systems With Practical Phase Shift.
IEEE Wirel. Commun. Lett.
Po-Heng Chou, Bo-Ren Zheng, Wan-Jen Huang, Walid Saad, Yu Tsao, Ronald Y. Chang
2025 J jnl
Deep Reinforcement Learning-Based Precoding for Multi-RIS-Aided Multiuser Downlink Systems with Practical Phase Shift.
CoRR
Po-Heng Chou, Bo-Ren Zheng, Wan-Jen Huang, Walid Saad, Yu Tsao, Ronald Y. Chang
2025 J jnl
Detecting the Undetectable: Assessing the Efficacy of Current Spoof Detection Methods Against Seamless Speech Edits.
CoRR
Sung-Feng Huang, Heng-Cheng Kuo, Zhehuai Chen, Xuesong Yang, Chao-Han Huck Yang, Yu Tsao, Yu-Chiang Frank Wang, Hung-yi Lee, Szu-Wei Fu
2025 J jnl
End-to-End Audio-Visual Learning for Cochlear Implant Sound Coding in Noisy Environments.
CoRR
Meng-Ping Lin, Enoch Hsin-Ho Huang, Shao-Yi Chien, Yu Tsao
2025 A conf
Feature Importance across Domains for Improving Non-Intrusive Speech Intelligibility Prediction in Hearing Aids.
INTERSPEECH
Ryandhimas E. Zezario, Sabato Marco Siniscalchi, Fei Chen, Hsin-Min Wang, Yu Tsao
2025 J jnl
Feature Importance across Domains for Improving Non-Intrusive Speech Intelligibility Prediction in Hearing Aids.
CoRR
Ryandhimas E. Zezario, Sabato Marco Siniscalchi, Fei Chen, Hsin-Min Wang, Yu Tsao
2025 J jnl
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction.
CoRR
Moreno La Quatra, Valerio Mario Salerno, Yu Tsao, Sabato Marco Siniscalchi
2025 J jnl
Foundation Models for Speech Enhancement Leveraging Consistency Constraints and Contrast Stretching.
IEEE Access
Muhammad Salman Khan, Valerio Mario Salerno, Moreno La Quatra, Kuo-Hsuan Hung, Szu-Wei Fu, Yu Tsao, Sabato Marco Siniscalchi
2025 J jnl
Game-Time: Evaluating Temporal Dynamics in Spoken Language Models.
CoRR
Kai-Wei Chang, En-Pei Hu, Chun-Yi Kuan, Wenze Ren, Wei-Chih Chen, Guan-Ting Lin, Yu Tsao, Shao-Hua Sun, Hung-yi Lee, James Glass
2025 J jnl
Guest Editorial: IEEE JSTSP Special Issue on Deep Multimodal Speech Enhancement and Separation (DEMSES).
IEEE J. Sel. Top. Signal Process.
Amir Hussain, Yu Tsao, John H. L. Hansen, Naomi Harte, Shinji Watanabe, Isabel Trancoso, Shixiong Zhang
2025 C conf
HighRateMOS: Sampling-Rate Aware Modeling for Speech Quality Assessment.
ASRU
Wenze Ren, Yi-Cheng Lin, Wen-Chin Huang, Ryandhimas E. Zezario, Szu-Wei Fu, Sung-Feng Huang, Erica Cooper, Haibin Wu, Hung-Yu Wei, Hsin-Min Wang, Hung-yi Lee, Yu Tsao
2025 — conf
Improving Exemplar-Based Electrolaryngeal Speech Voice Conversion Via Robust Content Representations.
APSIPA
Fo-Rui Li, Hsin-Te Hwang, Ming-Chi Yen, Men-Tung Lo, Yu Tsao, Hsin-Min Wang
2025 C conf
Improving Perceptual Audio Aesthetic Assessment via Triplet Loss and Self-Supervised Embeddings.
ASRU
Dyah A. M. G. Wisnu, Ryandhimas E. Zezario, Stefano Rini, Hsin-Min Wang, Yu Tsao
2025 J jnl
Improving Perceptual Audio Aesthetic Assessment via Triplet Loss and Self-Supervised Embeddings.
CoRR
Dyah A. M. G. Wisnu, Ryandhimas E. Zezario, Stefano Rini, Hsin-Min Wang, Yu Tsao
2025 — conf
Improving Speech Translation Through Data Augmentation with Data in Similar Languages.
EUSIPCO
Yu-Chien Lin, Chia-Hua Wu, Yu Tsao, Hsin-Min Wang
2025 J jnl
Learning-based Radio Link Failure Prediction Based on Measurement Dataset in Railway Environments.
CoRR
Po-Heng Chou, Da-Chih Lin, Hung-Yu Wei, Walid Saad, Yu Tsao
2025 Misc conf
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement.
ICASSP
Wenze Ren, Haibin Wu, Yi-Cheng Lin, Xuanjun Chen, Rong Chao, Kuo-Hsuan Hung, You-Jin Li, Wen-Yuan Ting, Hsin-Min Wang, Yu Tsao
2025 J jnl
Leveraging Mamba with Full-Face Vision for Audio-Visual Speech Enhancement.
CoRR
Rong Chao, Wenze Ren, You-Jin Li, Kuo-Hsuan Hung, Sung-Feng Huang, Szu-Wei Fu, Wen-Huang Cheng, Yu Tsao
2025 J jnl
Linguistic Knowledge Transfer Learning for Speech Enhancement.
CoRR
Kuo-Hsuan Hung, Xugang Lu, Szu-Wei Fu, Huan-Hsin Tseng, Hsin-Yi Lin, Chii-Wann Lin, Yu Tsao
2025 J jnl
MECKD: Deep Learning-Based Fall Detection in Multilayer Mobile Edge Computing With Knowledge Distillation.
CoRR
Wei-Lung Mao, Chun-Chi Wang, Po-Heng Chou, Kai-Chun Liu, Yu Tsao
2025 J jnl
MEGState: Phoneme Decoding from Magnetoencephalography Signals.
CoRR
Shuntaro Suzuki, Chia-Chun Dan Hsu, Yu Tsao, Komei Sugiura
2025 Misc conf
MSECG: Incorporating Mamba for Robust and Efficient ECG Super-Resolution.
ICASSP
Jie Lin, I Chiu, Kuan-Chen Wang, Kai-Chun Liu, Hsin-Min Wang, Ping-Cheng Yeh, Yu Tsao
2025 Misc conf
MSEMG: Surface Electromyography Denoising with a Mamba-based Efficient Network.
ICASSP
Yu-Tung Liu, Kuan-Chen Wang, Rong Chao, Sabato Marco Siniscalchi, Ping-Cheng Yeh, Yu Tsao
2025 J jnl
Mandarin Electrolaryngeal Speech Voice Conversion with Speech Encoder Loss Learning and Seq2seq Modeling.
IEEE Internet Things Mag.
Ming-Chi Yen, Chia-Hua Wu, Shu-Wei Tsai, Jyh-Shing Roger Jang, Yu Tsao, Amir Hussain, Hsin-Min Wang
2025 J jnl
NGGAN: Noise Generation GAN Based on the Practical Measurement Dataset for Narrowband Powerline Communications.
CoRR
Ying-Ren Chien, Po-Heng Chou, You-Jie Peng, Chun-Yuan Huang, Hen-Wai Tsao, Yu Tsao
2025 J jnl
NGGAN: Noise Generation GAN Based on the Practical Measurement Dataset for Narrowband Powerline Communications.
IEEE Trans. Instrum. Meas.
Ying-Ren Chien, Po-Heng Chou, You-Jie Peng, Chun-Yuan Huang, Hen-Wai Tsao, Yu Tsao
2025 Misc conf
Neural Variational Mode Decomposition and Its Application for ECG Denoising.
ICASSP
De-Yan Lu, Jian-Jiun Ding, Yu Tsao
2025 J jnl
Neuro-MSBG: An End-to-End Neural Model for Hearing Loss Simulation.
CoRR
Hui-Guan Yuan, Ryandhimas E. Zezario, Shafique Ahmed, Hsin-Min Wang, Kai-Lung Hua, Yu Tsao
2025 J jnl
NeuroAMP: A Novel End-to-end General Purpose Deep Neural Amplifier for Personalized Hearing Aids.
CoRR
Shafique Ahmed, Ryandhimas E. Zezario, Hui-Guan Yuan, Amir Hussain, Hsin-Min Wang, Wei-Ho Chung, Yu Tsao
2025 J jnl
New Insights into Optimal Alignment of Acoustic and Linguistic Representations for Knowledge Transfer in ASR.
CoRR
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2025 — conf
QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions.
ACL (1)
Siyin Wang, Wenyi Yu, Xianzhao Chen, Xiaohai Tian, Jun Zhang, Lu Lu, Yu Tsao, Junichi Yamagishi, Yuxuan Wang, Chao Zhang
2025 J jnl
QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions.
CoRR
Siyin Wang, Wenyi Yu, Xianzhao Chen, Xiaohai Tian, Jun Zhang, Lu Lu, Yu Tsao, Junichi Yamagishi, Yuxuan Wang, Chao Zhang
2025 J jnl
Robust Photoplethysmography Signal Denoising via Mamba Networks.
CoRR
I Chiu, Yu-Tung Liu, Kuan-Chen Wang, Hung-Yu Wei, Yu Tsao
2025 J jnl
STSM-FiLM: A FiLM-Conditioned Neural Architecture for Time-Scale Modification of Speech.
CoRR
Dyah A. M. G. Wisnu, Ryandhimas E. Zezario, Stefano Rini, Fo-Rui Li, Yan-Tsung Peng, Hsin-Min Wang, Yu Tsao
2025 Misc conf
Speech Enhancement with MAP-based Training for Robust ASR.
ICASSP
You-Jin Li, Rong Chao, Borching Su, Yu Tsao
2025 — conf
Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM.
APSIPA
Ryandhimas E. Zezario, Dyah A. M. G. Wisnu, Hsin-Min Wang, Yu Tsao
2025 J jnl
Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM.
CoRR
Ryandhimas E. Zezario, Dyah A. M. G. Wisnu, Hsin-Min Wang, Yu Tsao
2025 J jnl
Towards Robust Assessment of Pathological Voices via Combined Low-Level Descriptors and Foundation Model Representations.
CoRR
Whenty Ariyanti, Kuan-Yu Chen, Sabato Marco Siniscalchi, Hsin-Min Wang, Yu Tsao
2025 — conf
Transfer Learning for Keypoint Detection in Low-Resolution Thermal TUG Test Images.
AICAS
Wei-Lun Chen, Chia-Yeh Hsieh, Yu-Hsiang Kao, Kai-Chun Liu, Sheng-Yu Peng, Yu Tsao
2025 J jnl
Transfer Learning for Keypoint Detection in Low-Resolution Thermal TUG Test Images.
CoRR
Wei-Lun Chen, Chia-Yeh Hsieh, Yu-Hsiang Kao, Kai-Chun Liu, Sheng-Yu Peng, Yu Tsao
2025 J jnl
TrustEMG-Net: Using Representation-Masking Transformer With U-Net for Surface Electromyography Enhancement.
IEEE J. Biomed. Health Informatics
Kuan-Chen Wang, Kai-Chun Liu, Ping-Cheng Yeh, Sheng-Yu Peng, Yu Tsao
2025 A conf
Universal Speech Enhancement with Regression and Generative Mamba.
INTERSPEECH
Rong Chao, Rauf Nasretdinov, Yu-Chiang Frank Wang, Ante Jukic, Szu-Wei Fu, Yu Tsao
2025 J jnl
Universal Speech Enhancement with Regression and Generative Mamba.
CoRR
Rong Chao, Rauf Nasretdinov, Yu-Chiang Frank Wang, Ante Jukic, Szu-Wei Fu, Yu Tsao
2025 A conf
VoiceNoNG: Robust High-Quality Speech Editing Model without Hallucinations.
INTERSPEECH
Sung-Feng Huang, Heng-Cheng Kuo, Zhehuai Chen, Xuesong Yang, Pin-Jui Ku, Ante Jukic, Huck Yang, Yu Tsao, Yu-Chiang Frank Wang, Hung-yi Lee, Szu-Wei Fu
2025 A conf
ZSDEVC: Zero-Shot Diffusion-based Emotional Voice Conversion with Disentangled Mechanism.
INTERSPEECH
Hsing-Hang Chou, Yun-Shao Lin, Ching-Chin Sung, Yu Tsao, Chi-Chun Lee
2024 — conf
A Non-Intrusive Neural Quality Assessment Model for Surface Electromyography Signals.
EMBC
Cho-Yuan Lee, Kuan-Chen Wang, Kai-Chun Liu, Yu-Te Wang, Xugang Lu, Ping-Cheng Yeh, Yu Tsao
2024 J jnl
A Non-Intrusive Neural Quality Assessment Model for Surface Electromyography Signals.
CoRR
Cho-Yuan Lee, Kuan-Chen Wang, Kai-Chun Liu, Xugang Lu, Ping-Cheng Yeh, Yu Tsao
2024 — conf
A Non-Intrusive Speech Quality Assessment Model using Whisper and Multi-Head Attention.
APSIPA
Guojian Lin, Yu Tsao, Fei Chen
2024 A conf
A Study On Incorporating Whisper For Robust Speech Assessment.
ICME
Ryandhimas E. Zezario, Yu-Wen Chen, Szu-Wei Fu, Yu Tsao, Hsin-Min Wang, Chiou-Shann Fuh
2024 J jnl
A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models.
CoRR
Ryandhimas E. Zezario, Sabato Marco Siniscalchi, Hsin-Min Wang, Yu Tsao
2024 Misc conf
AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models.
ICASSP
Yuan Tseng, Layne Berry, Yiting Chen, I-Hsiang Chiu, Hsuan-Hao Lin, Max Liu, Puyuan Peng, Yi-Jen Shih, Hung-Yu Wang, Haibin Wu, Poyao Huang, Chun-Mao Lai, Shang-wen Li, David Harwath, Yu Tsao, Abdelrahman Mohamed, Chi-Luen Feng, Hung-yi Lee
2024 J jnl
Abnormal Respiratory Sound Identification Using Audio-Spectrogram Vision Transformer.
CoRR
Whenty Ariyanti, Kai-Chun Liu, Kuan-Yu Chen, Yu Tsao
2024 — conf
An Investigation of Incorporating Mamba For Speech Enhancement.
SLT
Rong Chao, Wen-Huang Cheng, Moreno La Quatra, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Szu-Wei Fu, Yu Tsao
2024 J jnl
An Investigation of Incorporating Mamba for Speech Enhancement.
CoRR
Rong Chao, Wen-Huang Cheng, Moreno La Quatra, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Szu-Wei Fu, Yu Tsao
2024 J jnl
An SRAM-Based Reconfigurable Cognitive Computation Matrix for Sensor Edge Applications.
IEEE J. Solid State Circuits
Sheng-Yu Peng, I-Chun Liu, Yi-Heng Wu, Ting-Ju Lin, Chun-Jui Chen, Xiu-Zhu Li, Yong-Qi Cheng, Pin-Han Lin, Kuo-Hsuan Hung, Yu Tsao
2024 J jnl
Audio-Visual Speech Enhancement in Noisy Environments via Emotion-Based Contextual Cues.
CoRR
Tassadaq Hussain, Kia Dashtipour, Yu Tsao, Amir Hussain
2024 — conf
Bridging the Gap: Integrating Pre-Trained Speech Enhancement and Recognition Models for Robust Speech Recognition.
EUSIPCO
Kuan-Chen Wang, You-Jin Li, Wei-Lun Chen, Yu-Wen Chen, Yi-Ching Wang, Ping-Cheng Yeh, Chao Zhang, Yu Tsao
2024 J jnl
Bridging the Gap: Integrating Pre-trained Speech Enhancement and Recognition Models for Robust Speech Recognition.
CoRR
Kuan-Chen Wang, You-Jin Li, Wei-Lun Chen, Yu-Wen Chen, Yi-Ching Wang, Ping-Cheng Yeh, Chao Zhang, Yu Tsao
2024 B conf
Capacity-Net-Based RIS Precoding Design Without Channel Estimation for mmWave MIMO System.
PIMRC
Chun-Yuan Huang, Po-Heng Chou, Wan-Jen Huang, Ying-Ren Chien, Yu Tsao
2024 — conf
DFADD: The Diffusion and Flow-Matching Based Audio Deepfake Dataset.
SLT
Jiawei Du, I-Ming Lin, I-Hsiang Chiu, Xuanjun Chen, Haibin Wu, Wenze Ren, Yu Tsao, Hung-yi Lee, Jyh-Shing Roger Jang
2024 J jnl
DFADD: The Diffusion and Flow-Matching Based Audio Deepfake Dataset.
CoRR
Jiawei Du, I-Ming Lin, I-Hsiang Chiu, Xuanjun Chen, Haibin Wu, Wenze Ren, Yu Tsao, Hung-yi Lee, Jyh-Shing Roger Jang
2024 — conf
DNN-Based Precoding in RIS-Aided mmWave MIMO Systems With Practical Phase Shift.
GLOBECOM (Workshops)
Po-Heng Chou, Ching-Wen Chen, Wan-Jen Huang, Walid Saad, Yu Tsao, Ronald Y. Chang
2024 — conf
Design and Evaluate Semi-dry Watermill-like EEG Electrodes.
EMBC
Jui-Bang Lu, Yu Tsao, Yu Te Wang
2024 — conf
Detecting the Undetectable: Assessing the Efficacy of Current Spoof Detection Methods Against Seamless Speech Edits.
SLT
Sung-Feng Huang, Heng-Cheng Kuo, Zhehuai Chen, Xuesong Yang, Chao-Han Huck Yang, Yu Tsao, Yu-Chiang Frank Wang, Hung-yi Lee, Szu-Wei Fu
2024 — conf
EMO-Codec: An In-Depth Look at Emotion Preservation Capacity of Legacy and Neural Codec Models with Subjective and Objective Evaluations.
APSIPA
Wenze Ren, Yi-Cheng Lin, Huang-Cheng Chou, Haibin Wu, Yi-Chiao Wu, Chi-Chun Lee, Hung-yi Lee, Hsin-Min Wang, Yu Tsao
2024 J jnl
EMO-Codec: An In-Depth Look at Emotion Preservation capacity of Legacy and Neural Codec Models With Subjective and Objective Evaluations.
CoRR
Wenze Ren, Yi-Cheng Lin, Huang-Cheng Chou, Haibin Wu, Yi-Chiao Wu, Chi-Chun Lee, Hung-yi Lee, Yu Tsao
2024 J jnl
ElectrodeNet - A Deep-Learning-Based Sound Coding Strategy for Cochlear Implants.
IEEE Trans. Cogn. Dev. Syst.
Enoch Hsin-Ho Huang, Rong Chao, Yu Tsao, Chao-Min Wu
2024 — conf
Epileptic Seizure Classification with Patient-level and Video-level Contrastive Pretraining.
EMBC
Chin-Jou Li, Chien-Chen Chou, Yen-Cheng Shih, Li-Chuan Kuo, Yu-Te Wang, Aileen McGonigal, Hsiang-Yu Yu, Jen-Cheng Hou, Yu Tsao
2024 — conf
Exemplar-Based Methods for Mandarin Electrolaryngeal Speech Voice Conversion.
O-COCOSDA
Hsin-Te Hwang, Chia-Hua Wu, Ming-Chi Yen, Yu Tsao, Hsin-Min Wang
2024 C conf
Exploiting Consistency-Preserving Loss and Perceptual Contrast Stretching to Boost SSL-Based Speech Enhancement.
MMSP
Muhammad Salman Khan, Moreno La Quatra, Kuo-Hsuan Hung, Szu-Wei Fu, Sabato Marco Siniscalchi, Yu Tsao
2024 J jnl
Exploiting Consistency-Preserving Loss and Perceptual Contrast Stretching to Boost SSL-based Speech Enhancement.
CoRR
Muhammad Salman Khan, Moreno La Quatra, Kuo-Hsuan Hung, Szu-Wei Fu, Sabato Marco Siniscalchi, Yu Tsao
2024 — conf
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction.
SLT
Moreno La Quatra, Valerio Mario Salerno, Yu Tsao, Sabato Marco Siniscalchi
2024 J jnl
HAAQI-Net: A non-intrusive neural music quality assessment model for hearing aids.
CoRR
Dyah A. M. G. Wisnu, Epri W. Pratiwi, Stefano Rini, Ryandhimas E. Zezario, Hsin-Min Wang, Yu Tsao
2024 Misc conf
Hierarchical Cross-Modality Knowledge Transfer with Sinkhorn Attention for CTC-Based ASR.
ICASSP
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2024 J jnl
How Good is ChatGPT at Audiovisual Deepfake Detection: A Comparative Study of ChatGPT, AI Models and Human Perception.
CoRR
Sahibzada Adil Shahzad, Ammarah Hashmi, Yan-Tsung Peng, Yu Tsao, Hsin-Min Wang
2024 — conf
Large Language Model Based Generative Error Correction: A Challenge and Baselines For Speech Recognition, Speaker Tagging, and Emotion Recognition.
SLT
Chao-Han Huck Yang, Taejin Park, Yuan Gong, Yuanchao Li, Zhehuai Chen, Yen-Ting Lin, Chen Chen, Yuchen Hu, Kunal Dhawan, Piotr Zelasko, Chao Zhang, Yun-Nung Chen, Yu Tsao, Jagadeesh Balam, Boris Ginsburg, Sabato Marco Siniscalchi, Eng Siong Chng, Peter Bell, Catherine Lai, Shinji Watanabe, Andreas Stolcke
2024 J jnl
Large Language Model Based Generative Error Correction: A Challenge and Baselines for Speech Recognition, Speaker Tagging, and Emotion Recognition.
CoRR
Chao-Han Huck Yang, Taejin Park, Yuan Gong, Yuanchao Li, Zhehuai Chen, Yen-Ting Lin, Chen Chen, Yuchen Hu, Kunal Dhawan, Piotr Zelasko, Chao Zhang, Yun-Nung Chen, Yu Tsao, Jagadeesh Balam, Boris Ginsburg, Sabato Marco Siniscalchi, Eng Siong Chng, Peter Bell, Catherine Lai, Shinji Watanabe, Andreas Stolcke
2024 A conf
Learnable Layer Selection and Model Fusion for Speech Self-Supervised Learning Models.
INTERSPEECH
Sheng-Chieh Chiu, Chia-Hua Wu, Jih-Kang Hsieh, Yu Tsao, Hsin-Min Wang
2024 J jnl
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement.
CoRR
Wenze Ren, Haibin Wu, Yi-Cheng Lin, Xuanjun Chen, Rong Chao, Kuo-Hsuan Hung, You-Jin Li, Wen-Yuan Ting, Hsin-Min Wang, Yu Tsao
2024 C conf
Lightly Weighted Automatic Audio Parameter Extraction for the Quality Assessment of Consensus Auditory-Perceptual Evaluation of Voice.
ICCE
Yi-Heng Lin, Wen-Hsuan Tseng, Li-Chin Chen, Ching-Ting Tan, Yu Tsao
2024 J jnl
MC-SEMamba: A Simple Multi-channel Extension of SEMamba.
CoRR
Wen-Yuan Ting, Wenze Ren, Rong Chao, Hsin-Yi Lin, Yu Tsao, Fan-Gang Zeng
2024 B conf
MECG-E: Mamba-based ECG Enhancer for Baseline Wander Removal.
IEEE Big Data
Kuo-Hsuan Hung, Kuan-Chen Wang, Kai-Chun Liu, Wei-Lun Chen, Xugang Lu, Yu Tsao, Chii-Wann Lin
2024 J jnl
MECG-E: Mamba-based ECG Enhancer for Baseline Wander Removal.
CoRR
Kuo-Hsuan Hung, Kuan-Chen Wang, Kai-Chun Liu, Wei-Lun Chen, Xugang Lu, Yu Tsao, Chii-Wann Lin
2024 J jnl
MSECG: Incorporating Mamba for Robust and Efficient ECG Super-Resolution.
CoRR
Jie Lin, I Chiu, Kuan-Chen Wang, Kai-Chun Liu, Hsin-Min Wang, Ping-Cheng Yeh, Yu Tsao
2024 J jnl
MSEMG: Surface Electromyography Denoising with a Mamba-based Efficient Network.
CoRR
Yu-Tung Liu, Kuan-Chen Wang, Rong Chao, Sabato Marco Siniscalchi, Ping-Cheng Yeh, Yu Tsao
2024 — conf
Message from the Program Chair.
O-COCOSDA
Yu Tsao, Chi-Chun Lee
2024 Misc conf
Multi-Task Pseudo-Label Learning for Non-Intrusive Speech Quality Assessment Model.
ICASSP
Ryandhimas E. Zezario, Bo-Ren Brian Bai, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
2024 A conf
Non-Intrusive Speech Intelligibility Prediction for Hearing Aids using Whisper and Metadata.
INTERSPEECH
Ryandhimas E. Zezario, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
2024 — conf
Prognosticating Lumbar Spinal Surgery Outcomes for Low Back Pain and Sciatica Patients by Utilizing Preoperative Assessments from Western and Eastern Medicine and Multimodal Fusion Learning Techniques.
ICMHI
Li-Chin Chen, Jung-Nien Lai, Hung-En Lin, Hsien-Te Chen, Kuo-Hsuan Hung, Yu Tsao
2024 A* conf
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier.
NeurIPS
Pin-Yen Huang, Szu-Wei Fu, Yu Tsao
2024 J jnl
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier.
CoRR
Pin-Yen Huang, Szu-Wei Fu, Yu Tsao
2024 — conf
Robust Audio-Visual Speech Enhancement: Correcting Misassignments in Complex Environments With Advanced Post-Processing.
O-COCOSDA
Wenze Ren, Kuo-Hsuan Hung, Rong Chao, You-Jin Li, Hsin-Min Wang, Yu Tsao
2024 J jnl
Robust Audio-Visual Speech Enhancement: Correcting Misassignments in Complex Environments with Advanced Post-Processing.
CoRR
Wenze Ren, Kuo-Hsuan Hung, Rong Chao, You-Jin Li, Hsin-Min Wang, Yu Tsao
2024 Misc conf
SDEMG: Score-Based Diffusion Model for Surface Electromyographic Signal Denoising.
ICASSP
Yu-Tung Liu, Kuan-Chen Wang, Kai-Chun Liu, Sheng-Yu Peng, Yu Tsao
2024 J jnl
SDEMG: Score-based Diffusion Model for Surface Electromyographic Signal Denoising.
CoRR
Yu-Tung Liu, Kuan-Chen Wang, Kai-Chun Liu, Sheng-Yu Peng, Yu Tsao
2024 A conf
SVSNet+: Enhancing Speaker Voice Similarity Assessment Models with Representations from Speech Foundation Models.
INTERSPEECH
Chun Yin, Tai-Shih Chi, Yu Tsao, Hsin-Min Wang
2024 J jnl
SVSNet+: Enhancing Speaker Voice Similarity Assessment Models with Representations from Speech Foundation Models.
CoRR
Chun Yin, Tai-Shih Chi, Yu Tsao, Hsin-Min Wang
2024 Misc conf
Scalable Ensemble-Based Detection Method Against Adversarial Attacks For Speaker Verification.
ICASSP
Haibin Wu, Heng-Cheng Kuo, Yu Tsao, Hung-yi Lee
2024 A* conf
Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech.
ICLR
Szu-Wei Fu, Kuo-Hsuan Hung, Yu Tsao, Yu-Chiang Frank Wang
2024 J jnl
Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech.
CoRR
Szu-Wei Fu, Kuo-Hsuan Hung, Yu Tsao, Yu-Chiang Frank Wang
2024 — conf
Temporal Order Preserved Optimal Transport-Based Cross-Modal Knowledge Transfer Learning for ASR.
SLT
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2024 J jnl
Temporal Order Preserved Optimal Transport-based Cross-modal Knowledge Transfer Learning for ASR.
CoRR
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2024 — conf
The Multilayer Neural Network Implementation Using SRAM-Based Reconfigurable Cognitive Computation Matrices.
AICAS
I-Chun Liu, Chun-Jui Chen, Xiu-Zhu Li, Yong-Qi Cheng, Chung-Wei Huang, Pin-Han Lin, Hsuan-Wei Pu, Sheng-Yu Peng, Yu Tsao
2024 J jnl
The VoiceMOS Challenge 2024: Beyond Speech Quality Prediction.
CoRR
Wen-Chin Huang, Szu-Wei Fu, Erica Cooper, Ryandhimas E. Zezario, Tomoki Toda, Hsin-Min Wang, Junichi Yamagishi, Yu Tsao
2024 — conf
The Voicemos Challenge 2024: Beyond Speech Quality Prediction.
SLT
Wen-Chin Huang, Szu-Wei Fu, Erica Cooper, Ryandhimas E. Zezario, Tomoki Toda, Hsin-Min Wang, Junichi Yamagishi, Yu Tsao
2024 J jnl
Towards Environmental Preference Based Speech Enhancement For Individualised Multi-Modal Hearing Aids.
CoRR
Jasper Kirton-Wingate, Shafique Ahmed, Adeel Hussain, Mandar Gogate, Kia Dashtipour, Jen-Cheng Hou, Tassadaq Hussain, Yu Tsao, Amir Hussain
2024 J jnl
TrustEMG-Net: Using Representation-Masking Transformer with U-Net for Surface Electromyography Enhancement.
CoRR
Kuan-Chen Wang, Kai-Chun Liu, Ping-Cheng Yeh, Sheng-Yu Peng, Yu Tsao
2024 J jnl
Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors and Perceptual Insights.
CoRR
Ammarah Hashmi, Sahibzada Adil Shahzad, Chia-Wen Lin, Yu Tsao, Hsin-Min Wang
2024 J jnl
Unmasking Illusions: Understanding Human Perception of Audiovisual Deepfakes.
CoRR
Ammarah Hashmi, Sahibzada Adil Shahzad, Chia-Wen Lin, Yu Tsao, Hsin-Min Wang
2024 J jnl
Unsupervised Face-Masked Speech Enhancement Using Generative Adversarial Networks With Human-in-the-Loop Assessment Metrics.
IEEE ACM Trans. Audio Speech Lang. Process.
Syu-Siang Wang, Jia-Yang Chen, Bo-Ren Bai, Shih-Hau Fang, Yu Tsao
2024 — conf
Using Automatic Speech Recognition for Speech Comprehension Evaluation in the Cochlear Implant.
O-COCOSDA
Hsin-Li Chang, Enoch Hsin-Ho Huang, Yi-Ching Wang, Yu Tsao
2023 J jnl
A Study on Incorporating Whisper for Robust Speech Assessment.
CoRR
Ryandhimas E. Zezario, Yu-Wen Chen, Szu-Wei Fu, Yu Tsao, Hsin-Min Wang, Chiou-Shann Fuh
2023 A conf
A Training and Inference Strategy Using Noisy and Enhanced Speech as Target for Speech Enhancement without Clean Speech.
INTERSPEECH
Li-Wei Chen, Yao-Fei Cheng, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang
2023 J jnl
AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Video Deepfake Detection.
CoRR
Sahibzada Adil Shahzad, Ammarah Hashmi, Yan-Tsung Peng, Yu Tsao, Hsin-Min Wang
2023 J jnl
AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models.
CoRR
Yuan Tseng, Layne Berry, Yi-Ting Chen, I-Hsiang Chiu, Hsuan-Hao Lin, Max Liu, Puyuan Peng, Yi-Jen Shih, Hung-Yu Wang, Haibin Wu, Po-Yao Huang, Chun-Mao Lai, Shang-wen Li, David Harwath, Yu Tsao, Shinji Watanabe, Abdelrahman Mohamed, Chi-Luen Feng, Hung-yi Lee
2023 J jnl
AVTENet: Audio-Visual Transformer-based Ensemble Network Exploiting Multiple Experts for Video Deepfake Detection.
CoRR
Ammarah Hashmi, Sahibzada Adil Shahzad, Chia-Wen Lin, Yu Tsao, Hsin-Min Wang
2023 — conf
Abnormal Respiratory Sound Identification Using Audio-Spectrogram Vision Transformer.
EMBC
Whenty Ariyanti, Kai-Chun Liu, Kuan-Yu Chen, Yu Tsao
2023 J jnl
Advances in biomedical signal processing for communication disorders.
Biomed. Signal Process. Control.
Fei Chen, Yu Tsao
2023 A conf
Audio-Visual Mandarin Electrolaryngeal Speech Voice Conversion.
INTERSPEECH
Yung-Lun Chien, Hsin-Hao Chen, Ming-Chi Yen, Shu-Wei Tsai, Hsin-Min Wang, Yu Tsao, Tai-Shih Chi
2023 J jnl
Audio-Visual Mandarin Electrolaryngeal Speech Voice Conversion.
CoRR
Yung-Lun Chien, Hsin-Hao Chen, Ming-Chi Yen, Shu-Wei Tsai, Hsin-Min Wang, Yu Tsao, Tai-Shih Chi
2023 — conf
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings.
ICASSP Workshops
I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Tassadaq Hussain, Mandar Gogate, Amir Hussain, Yu Tsao, Jen-Cheng Hou
2023 J jnl
BASPRO: a balanced script producer for speech corpus collection based on the genetic algorithm.
CoRR
Yu-Wen Chen, Hsin-Min Wang, Yu Tsao
2023 C conf
Cross-Modal Alignment With Optimal Transport For CTC-Based ASR.
ASRU
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2023 J jnl
Cross-modal Alignment with Optimal Transport for CTC-based ASR.
CoRR
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2023 A* conf
D4AM: A General Denoising Framework for Downstream Acoustic Models.
ICLR
Chi-Chang Lee, Yu Tsao, Hsin-Min Wang, Chu-Song Chen
2023 J jnl
D4AM: A General Denoising Framework for Downstream Acoustic Models.
CoRR
Chi-Chang Lee, Yu Tsao, Hsin-Min Wang, Chu-Song Chen
2023 J jnl
Deep Complex U-Net with Conformer for Audio-Visual Speech Enhancement.
CoRR
Shafique Ahmed, Chia-Wei Chen, Wenze Ren, Chin-Jou Li, Ernie Chu, Jun-Cheng Chen, Amir Hussain, Hsin-Min Wang, Yu Tsao, Jen-Cheng Hou
2023 J jnl
Deep Learning-Based Non-Intrusive Multi-Objective Speech Assessment Model With Cross-Domain Features.
IEEE ACM Trans. Audio Speech Lang. Process.
Ryandhimas E. Zezario, Szu-Wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
2023 — conf
Deep Learning-based Fall Detection Algorithm Using Ensemble Model of Coarse-fine CNN and GRU Networks.
MeMeA
Chien-Pin Liu, Ju-Hsuan Li, En-Ping Chu, Chia-Yeh Hsieh, Kai-Chun Liu, Chia-Tai Chan, Yu Tsao
2023 J jnl
Deep Learning-based Fall Detection Algorithm Using Ensemble Model of Coarse-fine CNN and GRU Networks.
CoRR
Chien-Pin Liu, Ju-Hsuan Li, En-Ping Chu, Chia-Yeh Hsieh, Kai-Chun Liu, Chia-Tai Chan, Yu Tsao
2023 J jnl
Deep denoising autoencoder-based non-invasive blood flow detection for arteriovenous fistula.
CoRR
Li-Chin Chen, Yi-Heng Lin, Li-Ning Peng, Feng-Ming Wang, Yu-Hsin Chen, Po-Hsun Huang, Shang-Feng Yang, Yu Tsao
2023 Misc conf
ECG Artifact Removal from Single-Channel Surface EMG Using Fully Convolutional Networks.
ICASSP
Kuan-Chen Wang, Kai-Chun Liu, Sheng-Yu Peng, Yu Tsao
2023 J jnl
ElectrodeNet - A Deep Learning Based Sound Coding Strategy for Cochlear Implants.
CoRR
Enoch Hsin-Ho Huang, Rong Chao, Yu Tsao, Chao-Min Wu
2023 J jnl
Hierarchical Cross-Modality Knowledge Transfer with Sinkhorn Attention for CTC-based ASR.
CoRR
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2023 — conf
IANS: Intelligibility-Aware Null-Steering Beamforming for Dual-Microphone Arrays.
MLSP
Wen-Yuan Ting, Syu-Siang Wang, Yu Tsao, Borching Su
2023 J jnl
Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information.
IEEE ACM Trans. Audio Speech Lang. Process.
Yen-Ju Lu, Chia-Yu Chang, Cheng Yu, Ching-Feng Liu, Jeih-weih Hung, Shinji Watanabe, Yu Tsao
2023 — conf
Inference and Denoise: Causal Inference-Based Neural Speech Enhancement.
MLSP
Tsun-An Hsieh, Chao-Han Huck Yang, Pin-Yu Chen, Sabato Marco Siniscalchi, Yu Tsao
2023 A* conf
Interpretations of Domain Adaptations via Layer Variational Analysis.
ICLR
Huan-Hsin Tseng, Hsin-Yi Lin, Kuo-Hsuan Hung, Yu Tsao
2023 J jnl
Interpretations of Domain Adaptations via Layer Variational Analysis.
CoRR
Huan-Hsin Tseng, Hsin-Yi Lin, Kuo-Hsuan Hung, Yu Tsao
2023 C conf
LC4SV: A Denoising Framework Learning to Compensate for Unseen Speaker Verification Models.
ASRU
Chi-Chang Lee, Hong-Wei Chen, Chu-Song Chen, Hsin-Min Wang, Tsung-Te Liu, Yu Tsao
2023 J jnl
LC4SV: A Denoising Framework Learning to Compensate for Unseen Speaker Verification Models.
CoRR
Chi-Chang Lee, Hong-Wei Chen, Chu-Song Chen, Hsin-Min Wang, Tsung-Te Liu, Yu Tsao
2023 J jnl
Lightly Weighted Automatic Audio Parameter Extraction for the Quality Assessment of Consensus Auditory-Perceptual Evaluation of Voice.
CoRR
Yi-Heng Lin, Wen-Hsuan Tseng, Li-Chin Chen, Ching-Ting Tan, Yu Tsao
2023 A conf
Mandarin Electrolaryngeal Speech Voice Conversion using Cross-domain Features.
INTERSPEECH
Hsin-Hao Chen, Yung-Lun Chien, Ming-Chi Yen, Shu-Wei Tsai, Tai-Shih Chi, Hsin-Min Wang, Yu Tsao
2023 J jnl
Mandarin Electrolaryngeal Speech Voice Conversion using Cross-domain Features.
CoRR
Hsin-Hao Chen, Yung-Lun Chien, Ming-Chi Yen, Shu-Wei Tsai, Yu Tsao, Tai-Shih Chi, Hsin-Min Wang
2023 J jnl
Multi-Target Extractor and Detector for Unknown-Number Speaker Diarization.
IEEE Signal Process. Lett.
Chin-Yi Cheng, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang
2023 — conf
Multi-Task Learning U-Net for Functional Shoulder Sub-Task Segmentation.
EMBC
En-Ping Chu, Kai-Chun Liu, Chia-Yeh Hsieh, Chih-Ya Chang, Yu Tsao, Chia-Tai Chan
2023 J jnl
Multi-Task Pseudo-Label Learning for Non-Intrusive Speech Quality Assessment Model.
CoRR
Ryandhimas E. Zezario, Bo-Ren Brian Bai, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
2023 J jnl
Multi-objective Non-intrusive Hearing-aid Speech Assessment Model.
CoRR
Hsin-Tien Chiang, Szu-Wei Fu, Hsin-Min Wang, Yu Tsao, John H. L. Hansen
2023 A conf
Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition.
INTERSPEECH
Hao Yen, Pin-Jui Ku, Chao-Han Huck Yang, Hu Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Yu Tsao
2023 J jnl
Neural domain alignment for spoken language recognition based on optimal transport.
CoRR
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2023 J jnl
Noise robust speech emotion recognition with signal-to-noise ratio adapting speech enhancement.
CoRR
Yu-Wen Chen, Julia Hirschberg, Yu Tsao
2023 Misc conf
On the Robustness of Non-Intrusive Speech Quality Model by Adversarial Examples.
ICASSP
Hsin-Yi Lin, Huan-Hsin Tseng, Yu Tsao
2023 J jnl
PreFallKD: Pre-Impact Fall Detection via CNN-ViT Knowledge Distillation.
CoRR
Tin-Han Chi, Kai-Chun Liu, Chia-Yeh Hsieh, Yu Tsao, Chia-Tai Chan
2023 Misc conf
Prefallkd: Pre-Impact Fall Detection Via CNN-ViT Knowledge Distillation.
ICASSP
Tin-Han Chi, Kai-Chun Liu, Chia-Yeh Hsieh, Yu Tsao, Chia-Tai Chan
2023 J jnl
Preoperative Prognosis Assessment of Lumbar Spinal Surgery for Low Back Pain and Sciatica Patients based on Multimodalities and Multimodal Learning.
CoRR
Li-Chin Chen, Jung-Nien Lai, Hung-En Lin, Hsien-Te Chen, Kuo-Hsuan Hung, Yu Tsao
2023 J jnl
SRECG: ECG Signal Super-Resolution Framework for Portable/Wearable Devices in Cardiac Arrhythmias Classification.
IEEE Trans. Consumer Electron.
Tsai-Min Chen, Yuan-Hong Tsai, Huan-Hsin Tseng, Kai-Chun Liu, Jhih-Yu Chen, Chih-Han Huang, Guo-Yuan Li, Chun-Yen Shen, Yu Tsao
2023 J jnl
Scalable Ensemble-based Detection Method against Adversarial Attacks for speaker verification.
CoRR
Haibin Wu, Heng-Cheng Kuo, Yu Tsao, Hung-yi Lee
2023 J jnl
Self-supervised based general laboratory progress pretrained model for cardiovascular event detection.
CoRR
Li-Chin Chen, Kuo-Hsuan Hung, Yi-Ju Tseng, Hsin-Yao Wang, Tse-Min Lu, Wei-Chieh Huang, Yu Tsao
2023 J jnl
Software Design and User Interface of ESPnet-SE++: Speech Enhancement for Robust Speech Processing.
J. Open Source Softw.
Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe
2023 C conf
Study on the Correlation Between Objective Evaluations and Subjective Speech Quality and Intelligibility.
ASRU
Hsin-Tien Chiang, Kuo-Hsuan Hung, Szu-Wei Fu, Heng-Cheng Kuo, Ming-Hsueh Tsai, Yu Tsao
2023 Misc conf
T5lephone: Bridging Speech and Text Self-Supervised Models for Spoken Language Understanding Via Phoneme Level T5.
ICASSP
Chan-Jan Hsu, Ho-Lam Chung, Hung-yi Lee, Yu Tsao
2023 C conf
The Voicemos Challenge 2023: Zero-Shot Subjective Speech Quality Prediction for Multiple Domains.
ASRU
Erica Cooper, Wen-Chin Huang, Yu Tsao, Hsin-Min Wang, Tomoki Toda, Junichi Yamagishi
2023 J jnl
Toward Real-World Voice Disorder Classification.
IEEE Trans. Biomed. Eng.
Heng-Cheng Kuo, Yu-Peng Hsieh, Huan-Hsin Tseng, Chi-Te Wang, Shih-Hau Fang, Yu Tsao
2023 — conf
Towards Individualised Speech Enhancement: An SNR Preference Learning System for Multi-Modal Hearing Aids.
ICASSP Workshops
Jasper Kirton-Wingate, Shafique Ahmed, Mandar Gogate, Yu Tsao, Amir Hussain
2023 J jnl
Utilizing Whisper to Enhance Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids.
CoRR
Ryandhimas E. Zezario, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
2023 — conf
Voice Direction-Of-Arrival Conversion.
MLSP
I-Chun Chern, Steffi Chern, Heng-Cheng Kuo, Huan-Hsin Tseng, Kuo-Hsuan Hung, Yu Tsao
2023 — conf
Wearable-based Pain Assessment in Patients with Adhesive Capsulitis Using Machine Learning.
NER
Chih-Hsing Chen, Kai-Chun Liu, Ting-Yang Lu, Chih-Ya Chang, Chia-Tai Chan, Yu Tsao
2022 — conf
A Novel Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning.
EMBC
Tassadaq Hussain, Muhammad Diyan, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Yu Tsao, Amir Hussain
2022 J jnl
A Novel Speech Intelligibility Enhancement Model based on CanonicalCorrelation and Deep Learning.
CoRR
Tassadaq Hussain, Muhammad Diyan, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Yu Tsao, Amir Hussain
2022 J jnl
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement.
CoRR
Tassadaq Hussain, Wei-Chien Wang, Mandar Gogate, Kia Dashtipour, Yu Tsao, Xugang Lu, Ahsan Adeel, Amir Hussain
2022 J jnl
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement.
IEEE Trans. Artif. Intell.
Tassadaq Hussain, Wei-Chien Wang, Mandar Gogate, Kia Dashtipour, Yu Tsao, Xugang Lu, Ahsan Adeel, Amir Hussain
2022 J jnl
A Study of Using Cepstrogram for Countermeasure Against Replay Attacks.
CoRR
Shih-Kuang Lee, Yu Tsao, Hsin-Min Wang
2022 J jnl
A Teacher-student Framework for Unsupervised Speech Enhancement Using Noise Remixing Training and Two-stage Inference.
CoRR
Li-Wei Chen, Yao-Fei Cheng, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang
2022 Misc conf
Analyzing The Robustness of Unsupervised Speech Recognition.
ICASSP
Guan-Ting Lin, Chan-Jan Hsu, Da-Rong Liu, Hung-yi Lee, Yu Tsao
2022 J jnl
Audio-Visual Speech Enhancement and Separation by Leveraging Multi-Modal Self-Supervised Embeddings.
CoRR
I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Tassadaq Hussain, Mandar Gogate, Amir Hussain, Yu Tsao, Jen-Cheng Hou
2022 A conf
Boosting Self-Supervised Embeddings for Speech Enhancement.
INTERSPEECH
Kuo-Hsuan Hung, Szu-Wei Fu, Huan-Hsin Tseng, Hsin-Tien Chiang, Yu Tsao, Chii-Wann Lin
2022 J jnl
CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application.
IEEE Access
Yu-Wen Chen, Kuo-Hsuan Hung, You-Jin Li, Alexander Chao-Fu Kang, Ya-Hsin Lai, Kai-Chun Liu, Szu-Wei Fu, Syu-Siang Wang, Yu Tsao
2022 J jnl
CasNet: Investigating Channel Robustness for Speech Separation.
CoRR
Fan-Lin Wang, Yao-Fei Cheng, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang
2022 — conf
Chinese Movie Dialogue Question Answering Dataset.
ROCLING
Shang-Bao Luo, Cheng-Chung Fan, Kuan-Yu Chen, Yu Tsao, Hsin-Min Wang, Keh-Yih Su
2022 Misc conf
Conditional Diffusion Probabilistic Model for Speech Enhancement.
ICASSP
Yen-Ju Lu, Zhong-Qiu Wang, Shinji Watanabe, Alexander Richard, Cheng Yu, Yu Tsao
2022 J jnl
Conditional Diffusion Probabilistic Model for Speech Enhancement.
CoRR
Yen-Ju Lu, Zhong-Qiu Wang, Shinji Watanabe, Alexander Richard, Cheng Yu, Yu Tsao
2022 J jnl
Continuous Speech for Improved Learning Pathological Voice Disorders.
CoRR
Syu-Siang Wang, Chi-Te Wang, Chih-Chung Lai, Yu Tsao, Shih-Hau Fang
2022 J jnl
Deep-Learning-Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems.
IEEE Trans. Cogn. Dev. Syst.
Kai-Chun Liu, Kuo-Hsuan Hung, Chia-Yeh Hsieh, Hsiang-Yun Huang, Chia-Tai Chan, Yu Tsao
2022 A conf
Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks.
INTERSPEECH
Fan-Lin Wang, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang
2022 J jnl
Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks.
CoRR
Fan-Lin Wang, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang
2022 — conf
Dysarthric Speech Enhancement Based on Convolution Neural Network.
EMBC
Syu-Siang Wang, Yu Tsao, Wei-Zhong Zheng, Hsiu-Wei Yeh, Pei-Chun Li, Shih-Hau Fang, Ying-Hui Lai
2022 J jnl
ECG Artifact Removal from Single-Channel Surface EMG Using Fully Convolutional Networks.
CoRR
Kuan-Chen Wang, Kai-Chun Liu, Sheng-Yu Peng, Yu Tsao
2022 Misc conf
EMGSE: Acoustic/EMG Fusion for Multimodal Speech Enhancement.
ICASSP
Kuan-Chen Wang, Kai-Chun Liu, Hsin-Min Wang, Yu Tsao
2022 J jnl
EMGSE: Acoustic/EMG Fusion for Multimodal Speech Enhancement.
CoRR
Kuan-Chen Wang, Kai-Chun Liu, Hsin-Min Wang, Yu Tsao
2022 J jnl
EPG2S: Speech Generation and Speech Enhancement Based on Electropalatography and Audio Signals Using Multimodal Learning.
IEEE Signal Process. Lett.
Lichin Chen, Po-Hsun Chen, Richard Tzong-Han Tsai, Yu Tsao
2022 J jnl
EPG2S: Speech Generation and Speech Enhancement based on Electropalatography and Audio Signals using Multimodal Learning.
CoRR
Li-Chin Chen, Po-Hsun Chen, Richard Tzong-Han Tsai, Yu Tsao
2022 A conf
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding.
INTERSPEECH
Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe
2022 J jnl
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding.
CoRR
Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe
2022 J jnl
Filter-based Discriminative Autoencoders for Children Speech Recognition.
CoRR
Chiang-Lin Tai, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang
2022 J jnl
Improved Lite Audio-Visual Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
Shang-Yi Chuang, Hsin-Min Wang, Yu Tsao
2022 A conf
InQSS: a speech intelligibility and quality assessment model using a multi-task learning network.
INTERSPEECH
Yu-Wen Chen, Yu Tsao
2022 J jnl
Inference and Denoise: Causal Inference-based Neural Speech Enhancement.
CoRR
Tsun-An Hsieh, Chao-Han Huck Yang, Pin-Yu Chen, Sabato Marco Siniscalchi, Yu Tsao
2022 B conf
Key Generation with Ambient Audio.
GLOBECOM
Bo-Rong Chen, Hsin-Tien Chiang, Heng-Cheng Kuo, Yu Tsao, Yih-Chun Hu
2022 A conf
MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids.
INTERSPEECH
Ryandhimas Edo Zezario, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
2022 J jnl
MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids.
CoRR
Ryandhimas E. Zezario, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
2022 A conf
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model.
INTERSPEECH
Ryandhimas Edo Zezario, Szu-Wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
2022 J jnl
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model.
CoRR
Ryandhimas E. Zezario, Szu-Wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
2022 J jnl
Mandarin Singing Voice Synthesis with Denoising Diffusion Probabilistic Wasserstein GAN.
CoRR
Yin-Ping Cho, Yu Tsao, Hsin-Min Wang, Yi-Wen Liu
2022 Misc conf
MetricGAN-U: Unsupervised Speech Enhancement/ Dereverberation Based Only on Noisy/ Reverberated Speech.
ICASSP
Szu-Wei Fu, Cheng Yu, Kuo-Hsuan Hung, Mirco Ravanelli, Yu Tsao
2022 J jnl
Multi-Target Filter and Detector for Speaker Diarization.
CoRR
Chin-Yi Cheng, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang
2022 A conf
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling.
INTERSPEECH
Chi-Chang Lee, Cheng-Hung Hu, Yu-Chen Lin, Chu-Song Chen, Hsin-Min Wang, Yu Tsao
2022 J jnl
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling.
CoRR
Chi-Chang Lee, Cheng-Hung Hu, Yu-Chen Lin, Chu-Song Chen, Hsin-Min Wang, Yu Tsao
2022 J jnl
Neural correlates of individual differences in predicting ambiguous sounds comprehension level.
NeuroImage
Yi Lin, Yu Tsao, Po-Jang Hsieh
2022 A conf
OSSEM: one-shot speaker adaptive speech enhancement using meta learning.
INTERSPEECH
Cheng Yu, Szu-Wei Fu, Tsun-An Hsieh, Yu Tsao, Mirco Ravanelli
2022 J jnl
On the robustness of non-intrusive speech quality model by adversarial examples.
CoRR
Hsin-Yi Lin, Huan-Hsin Tseng, Yu Tsao
2022 J jnl
Partial Coupling of Optimal Transport for Spoken Language Identification.
CoRR
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2022 Misc conf
Partially Fake Audio Detection by Self-Attention-Based Fake Span Discovery.
ICASSP
Haibin Wu, Heng-Cheng Kuo, Naijun Zheng, Kuo-Hsuan Hung, Hung-yi Lee, Yu Tsao, Hsin-Min Wang, Helen Meng
2022 J jnl
Partially Fake Audio Detection by Self-attention-based Fake Span Discovery.
CoRR
Haibin Wu, Heng-Cheng Kuo, Naijun Zheng, Kuo-Hsuan Hung, Hung-yi Lee, Yu Tsao, Hsin-Min Wang, Helen Meng
2022 A conf
Perceptual Characteristics Based Multi-objective Model for Speech Enhancement.
INTERSPEECH
Chiang-Jen Peng, Yun-Ju Chan, Yih-Liang Shen, Cheng Yu, Yu Tsao, Tai-Shih Chi
2022 A conf
Perceptual Contrast Stretching on Target Feature for Speech Enhancement.
INTERSPEECH
Rong Chao, Cheng Yu, Szu-Wei Fu, Xugang Lu, Yu Tsao
2022 J jnl
Perceptual Contrast Stretching on Target Feature for Speech Enhancement.
CoRR
Rong Chao, Cheng Yu, Szu-Wei Fu, Xugang Lu, Yu Tsao
2022 — conf
Preservation Of Interaural Level Difference Cue In A Deep Learning-Based Speech Separation System For Bilateral And Bimodal Cochlear Implants Users.
IWAENC
Zicheng Feng, Yu Tsao, Fei Chen
2022 — conf
Recurrent Neural Network-based Estimation and Correction of Relative Transfer Function for Preserving Spatial Cues in Speech Separation.
EUSIPCO
Zicheng Feng, Yu Tsao, Fei Chen
2022 J jnl
SEOFP-NET: Compression and Acceleration of Deep Neural Networks for Speech Enhancement Using Sign-Exponent-Only Floating-Points.
IEEE ACM Trans. Audio Speech Lang. Process.
Yu-Chen Lin, Cheng Yu, Yi-Te Hsu, Szu-Wei Fu, Yu Tsao, Tei-Wei Kuo
2022 J jnl
SVSNet: An End-to-End Speaker Voice Similarity Assessment Model.
IEEE Signal Process. Lett.
Cheng-Hung Hu, Yu-Huai Peng, Junichi Yamagishi, Yu Tsao, Hsin-Min Wang
2022 — conf
Speech Enhancement Based on CycleGAN with Noise-informed Training.
ISCSLP
Wen-Yuan Ting, Syu-Siang Wang, Hsin-Li Chang, Borching Su, Yu Tsao
2022 Misc conf
Speech Recovery For Real-World Self-Powered Intermittent Devices.
ICASSP
Yu-Chen Lin, Tsun-An Hsieh, Kuo-Hsuan Hung, Cheng Yu, Harinath Garudadri, Yu Tsao, Tei-Wei Kuo
2022 — conf
Speech-enhanced and Noise-aware Networks for Robust Speech Recognition.
ISCSLP
Hung-Shin Lee, Pin-Yuan Chen, Yao-Fei Cheng, Yu Tsao, Hsin-Min Wang
2022 J jnl
Speech-enhanced and Noise-aware Networks for Robust Speech Recognition.
CoRR
Hung-Shin Lee, Pin-Yuan Chen, Yu Tsao, Hsin-Min Wang
2022 J jnl
Subspace-based Representation and Learning for Phonotactic Spoken Language Recognition.
CoRR
Hung-Shin Lee, Yu Tsao, Shyh-Kang Jeng, Hsin-Min Wang
2022 J jnl
T5lephone: Bridging Speech and Text Self-supervised Models for Spoken Language Understanding via Phoneme level T5.
CoRR
Chan-Jan Hsu, Ho-Lam Chung, Hung-yi Lee, Yu Tsao
2022 A conf
The VoiceMOS Challenge 2022.
INTERSPEECH
Wen-Chin Huang, Erica Cooper, Yu Tsao, Hsin-Min Wang, Tomoki Toda, Junichi Yamagishi
2022 J jnl
The VoiceMOS Challenge 2022.
CoRR
Wen-Chin Huang, Erica Cooper, Yu Tsao, Hsin-Min Wang, Tomoki Toda, Junichi Yamagishi
2022 Misc conf
When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing.
ICASSP
Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen, Yu Tsao, Pin-Yu Chen
2022 J jnl
When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing.
CoRR
Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen, Yu Tsao, Pin-Yu Chen
2022 — conf
XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding.
ACL (2)
Chan-Jan Hsu, Hung-yi Lee, Yu Tsao
2022 J jnl
XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding.
CoRR
Chan-Jan Hsu, Hung-yi Lee, Yu Tsao
2021 — conf
A Flexible and Extensible Framework for Multiple Answer Modes Question Answering.
ROCLING
Cheng-Chung Fan, Chia-Chih Kuo, Shang-Bao Luo, Pei-Jun Liao, Kuang-Yu Chang, Chiao-Wei Hsu, Meng-Tse Wu, Shih-hong Tsai, Tzu-Man Wu, Aleksandra Smolka, Chao-Chun Liang, Hsin-Min Wang, Kuan-Yu Chen, Yu Tsao, Keh-Yih Su
2021 A conf
A Preliminary Study of a Two-Stage Paradigm for Preserving Speaker Identity in Dysarthric Voice Conversion.
Interspeech
Wen-Chin Huang, Kazuhiro Kobayashi, Yu-Huai Peng, Ching-Feng Liu, Yu Tsao, Hsin-Min Wang, Tomoki Toda
2021 J jnl
A Preliminary Study of a Two-Stage Paradigm for Preserving Speaker Identity in Dysarthric Voice Conversion.
CoRR
Wen-Chin Huang, Kazuhiro Kobayashi, Yu-Huai Peng, Ching-Feng Liu, Yu Tsao, Hsin-Min Wang, Tomoki Toda
2021 — conf
A Study of Incorporating Articulatory Movement Information in Speech Enhancement.
EUSIPCO
Yu-Wen Chen, Kuo-Hsuan Hung, Shang-Yi Chuang, Jonathan Sherman, Xugang Lu, Yu Tsao
2021 J jnl
A Study of Joint Effect on Denoising Techniques and Visual Cues to Improve Speech Intelligibility in Cochlear Implant Simulation.
IEEE Trans. Cogn. Dev. Syst.
Rung-Yu Tseng, Taowei Wang, Szu-Wei Fu, Chia-ying Lee, Yu Tsao
2021 J jnl
A Study of Low-Resource Speech Commands Recognition based on Adversarial Reprogramming.
CoRR
Hao Yen, Pin-Jui Ku, Chao-Han Huck Yang, Hu Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Yu Tsao
2021 — conf
A Study on Speech Enhancement Based on Diffusion Probabilistic Model.
APSIPA ASC
Yen-Ju Lu, Yu Tsao, Shinji Watanabe
2021 J jnl
A Study on Speech Enhancement Based on Diffusion Probabilistic Model.
CoRR
Yen-Ju Lu, Yu Tsao, Shinji Watanabe
2021 C conf
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition.
ASRU
Xuankai Chang, Takashi Maekaku, Pengcheng Guo, Jing Shi, Yen-Ju Lu, Aswin Shanmugam Subramanian, Tianzi Wang, Shu-Wen Yang, Yu Tsao, Hung-yi Lee, Shinji Watanabe
2021 J jnl
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition.
CoRR
Xuankai Chang, Takashi Maekaku, Pengcheng Guo, Jing Shi, Yen-Ju Lu, Aswin Shanmugam Subramanian, Tianzi Wang, Shu-Wen Yang, Yu Tsao, Hung-yi Lee, Shinji Watanabe
2021 C conf
Attention-Based Multi-Task Learning for Speech-Enhancement and Speaker-Identification in Multi-Speaker Dialogue Scenario.
ISCAS
Chiang-Jen Peng, Yun-Ju Chan, Cheng Yu, Syu-Siang Wang, Yu Tsao, Tai-Shih Chi
2021 J jnl
Attention-based multi-task learning for speech-enhancement and speaker-identification in multi-speaker dialogue scenario.
CoRR
Chiang-Jen Peng, Yun-Ju Chan, Cheng Yu, Syu-Siang Wang, Yu Tsao, Tai-Shih Chi
2021 J jnl
Coupling a Generative Model With a Discriminative Learning Framework for Speaker Verification.
IEEE ACM Trans. Audio Speech Lang. Process.
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2021 — conf
Deep Learning and Explainable Artificial Intelligence to Predict Patients' Choice of Hospital Levels in Urban and Rural Areas.
MedInfo
Lichin Chen, Ji-Tian Sheu, Yu Tsao, Yuh-Jue Chuang
2021 J jnl
Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features.
CoRR
Ryandhimas E. Zezario, Szu-Wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
2021 J jnl
Dress With Style: Learning Style From Joint Deep Embedding of Clothing Styles and Body Shapes.
IEEE Trans. Multim.
Shintami Chusnul Hidayati, Ting Wei Goh, Ji-Sheng Gary Chan, Cheng-Chun Hsu, John See, Lai-Kuan Wong, Kai-Lung Hua, Yu Tsao, Wen-Huang Cheng
2021 C conf
EMA2S: An End-to-End Multimodal Articulatory-to-Speech System.
ISCAS
Yu-Wen Chen, Kuo-Hsuan Hung, Shang-Yi Chuang, Jonathan Sherman, Wen-Chin Huang, Xugang Lu, Yu Tsao
2021 J jnl
EMA2S: An End-to-End Multimodal Articulatory-to-Speech System.
CoRR
Yu-Wen Chen, Kuo-Hsuan Hung, Shang-Yi Chuang, Jonathan Sherman, Wen-Chin Huang, Xugang Lu, Yu Tsao
2021 — conf
Estimation and Correction of Relative Transfer Function for Binaural Speech Separation Networks to Preserve Spatial Cues.
APSIPA ASC
Zicheng Feng, Yu Tsao, Fei Chen
2021 C conf
HASA-Net: A Non-Intrusive Hearing-Aid Speech Assessment Network.
ASRU
Hsin-Tien Chiang, Yi-Chiao Wu, Cheng Yu, Tomoki Toda, Hsin-Min Wang, Yih-Chun Hu, Yu Tsao
2021 J jnl
HASA-net: A non-intrusive hearing-aid speech assessment network.
CoRR
Hsin-Tien Chiang, Yi-Chiao Wu, Cheng Yu, Tomoki Toda, Hsin-Min Wang, Yih-Chun Hu, Yu Tsao
2021 A conf
Improving Perceptual Quality by Phone-Fortified Perceptual Loss Using Wasserstein Distance for Speech Enhancement.
Interspeech
Tsun-An Hsieh, Cheng Yu, Szu-Wei Fu, Xugang Lu, Yu Tsao
2021 J jnl
InQSS: a speech intelligibility assessment model using a multi-task learning network.
CoRR
Yu-Wen Chen, Yu Tsao
2021 — conf
Instrumented shoulder functional assessment using inertial measurement units for frozen shoulder.
BHI
Ting-Yang Lu, Kai-Chun Liu, Chia-Yeh Hsieh, Chih-Ya Chang, Yu Tsao, Chia-Tai Chan
2021 J jnl
Integrating a joint Bayesian generative model in a discriminative learning framework for speaker verification.
CoRR
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2021 J jnl
Intermittent Speech Recovery.
CoRR
Yu-Chen Lin, Tsun-An Hsieh, Kuo-Hsuan Hung, Cheng Yu, Harinath Garudadri, Yu Tsao, Tei-Wei Kuo
2021 — conf
Investigation of a Single-Channel Frequency-Domain Speech Enhancement Network to Improve End-to-End Bengali Automatic Speech Recognition Under Unseen Noisy Conditions.
O-COCOSDA
Md Mahbub E. Noor, Yen-Ju Lu, Syu-Siang Wang, Supratip Ghose, Chia-Yu Chang, Ryandhimas E. Zezario, Shafique Ahmed, Wei-Ho Chung, Yu Tsao, Hsin-Min Wang
2021 — conf
MIMO Speech Compression and Enhancement Based on Convolutional Denoising Autoencoder.
APSIPA ASC
You-Jin Li, Syu-Siang Wang, Yu Tsao, Borching Su
2021 C conf
Mandarin Electrolaryngeal Speech Voice Conversion with Sequence-to-Sequence Modeling.
ASRU
Ming-Chi Yen, Wen-Chin Huang, Kazuhiro Kobayashi, Yu-Huai Peng, Shu-Wei Tsai, Yu Tsao, Tomoki Toda, Jyh-Shing Roger Jang, Hsin-Min Wang
2021 A conf
MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement.
Interspeech
Szu-Wei Fu, Cheng Yu, Tsun-An Hsieh, Peter Plantinga, Mirco Ravanelli, Xugang Lu, Yu Tsao
2021 J jnl
MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement.
CoRR
Szu-Wei Fu, Cheng Yu, Tsun-An Hsieh, Peter Plantinga, Mirco Ravanelli, Xugang Lu, Yu Tsao
2021 J jnl
MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech.
CoRR
Szu-Wei Fu, Cheng Yu, Kuo-Hsuan Hung, Mirco Ravanelli, Yu Tsao
2021 — conf
MoEVC: A Mixture of Experts Voice Conversion System With Sparse Gating Mechanism for Online Computation Acceleration.
ISCSLP
Yu-Tao Chang, Yuan-Hong Yang, Yu-Huai Peng, Syu-Siang Wang, Tai-Shih Chi, Yu Tsao, Hsin-Min Wang
2021 J jnl
Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media.
CoRR
Fatma S. Abousaleh, Wen-Huang Cheng, Neng-Hao Yu, Yu Tsao
2021 J jnl
Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media.
IEEE Trans. Cogn. Dev. Syst.
Fatma S. Abousaleh, Wen-Huang Cheng, Neng-Hao Yu, Yu Tsao
2021 J jnl
OSSEM: one-shot speaker adaptive speech enhancement using meta learning.
CoRR
Cheng Yu, Szu-Wei Fu, Tsun-An Hsieh, Yu Tsao, Mirco Ravanelli
2021 Misc conf
One Shot Learning for Speech Separation.
ICASSP
Yuan-Kuei Wu, Kuan-Po Huang, Yu Tsao, Hung-yi Lee
2021 J jnl
Predicting the Travel Distance of Patients to Access Healthcare using Deep Neural Networks.
CoRR
Lichin Chen, Ji-Tian Sheu, Yuh-Jue Chuang, Yu Tsao
2021 A conf
QISTA-Net-Audio: Audio Super-Resolution via Non-Convex ℓ_q-Norm Minimization.
Interspeech
Gang-Xuan Lin, Shih-Wei Hu, Yen-Ju Lu, Yu Tsao, Chun-Shien Lu
2021 A conf
Relational Data Selection for Data Augmentation of Speaker-Dependent Multi-Band MelGAN Vocoder.
Interspeech
Yi-Chiao Wu, Cheng-Hung Hu, Hung-Shin Lee, Yu-Huai Peng, Wen-Chin Huang, Yu Tsao, Hsin-Min Wang, Tomoki Toda
2021 J jnl
SEOFP-NET: Compression and Acceleration of Deep Neural Networks for Speech Enhancement Using Sign-Exponent-Only Floating-Points.
CoRR
Yu-Chen Lin, Cheng Yu, Yi-Te Hsu, Szu-Wei Fu, Yu Tsao, Tei-Wei Kuo
2021 J jnl
SVSNet: An End-to-end Speaker Voice Similarity Assessment Model.
CoRR
Cheng-Hung Hu, Yu-Huai Peng, Junichi Yamagishi, Yu Tsao, Hsin-Min Wang
2021 J jnl
Sensing ecosystem dynamics via audio source separation: A case study of marine soundscapes off northeastern Taiwan.
PLoS Comput. Biol.
Tzu-Hao Lin, Tomonari Akamatsu, Yu Tsao
2021 — conf
Siamese Neural Network with Joint Bayesian Model Structure for Speaker Verification.
APSIPA ASC
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2021 J jnl
Siamese Neural Network with Joint Bayesian Model Structure for Speaker Verification.
CoRR
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2021 J jnl
Speech Enhancement Based on Cyclegan with Noise-informed Training.
CoRR
Wen-Yuan Ting, Syu-Siang Wang, Hsin-Li Chang, Borching Su, Yu Tsao
2021 — conf
Speech Enhancement with Zero-Shot Model Selection.
EUSIPCO
Ryandhimas E. Zezario, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
2021 J jnl
Speech Enhancement-assisted Stargan Voice Conversion in Noisy Environments.
CoRR
Yun-Ju Chan, Chiang-Jen Peng, Syu-Siang Wang, Hsin-Min Wang, Yu Tsao, Tai-Shih Chi
2021 J jnl
The AS-NU System for the M2VoC Challenge.
CoRR
Cheng-Hung Hu, Yi-Chiao Wu, Wen-Chin Huang, Yu-Huai Peng, Yu-Wen Chen, Pin-Jui Ku, Tomoki Toda, Yu Tsao, Hsin-Min Wang
2021 — conf
Time Alignment using Lip Images for Frame-based Electrolaryngeal Voice Conversion.
APSIPA ASC
Yi-Syuan Liou, Wen-Chin Huang, Ming-Chi Yen, Shu-Wei Tsai, Yu-Huai Peng, Tomoki Toda, Yu Tsao, Hsin-Min Wang
2021 J jnl
Time Alignment using Lip Images for Frame-based Electrolaryngeal Voice Conversion.
CoRR
Yi-Syuan Liou, Wen-Chin Huang, Ming-Chi Yen, Shu-Wei Tsai, Yu-Huai Peng, Tomoki Toda, Yu Tsao, Hsin-Min Wang
2021 J jnl
Toward Real-World Pathological Voice Detection.
CoRR
Heng-Cheng Kuo, Yu-Peng Hsieh, Huan-Hsin Tseng, Chi-Tei Wang, Shih-Hau Fang, Yu Tsao
2021 Misc conf
Unsupervised Neural Adaptation Model Based on Optimal Transport for Spoken Language Identification.
ICASSP
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2021 A* conf
Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport.
NeurIPS
Hsin-Yi Lin, Huan-Hsin Tseng, Xugang Lu, Yu Tsao
2021 J jnl
Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport.
CoRR
Hsin-Yi Lin, Huan-Hsin Tseng, Xugang Lu, Yu Tsao
2020 J jnl
ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech.
Comput. Speech Lang.
Xin Wang, Junichi Yamagishi, Massimiliano Todisco, Héctor Delgado, Andreas Nautsch, Nicholas W. D. Evans, Md. Sahidullah, Ville Vestman, Tomi Kinnunen, Kong Aik Lee, Lauri Juvela, Paavo Alku, Yu-Huai Peng, Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang, Sébastien Le Maguer, Markus Becker, Zhen-Hua Ling
2020 J jnl
Blind Monaural Source Separation on Heart and Lung Sounds Based on Periodic-Coded Deep Autoencoder.
IEEE J. Biomed. Health Informatics
Kun-Hsi Tsai, Wei-Chien Wang, Chui-Hsuan Cheng, Chan-Yen Tsai, Jou-Kou Wang, Tzu-Hao Lin, Shih-Hau Fang, Lichin Chen, Yu Tsao
2020 J jnl
Boosting Objective Scores of Speech Enhancement Model through MetricGAN Post-Processing.
CoRR
Szu-Wei Fu, Chien-Feng Liao, Tsun-An Hsieh, Kuo-Hsuan Hung, Syu-Siang Wang, Cheng Yu, Heng-Cheng Kuo, Ryandhimas E. Zezario, You-Jin Li, Shang-Yi Chuang, Yen-Ju Lu, Yu Tsao
2020 — conf
Boosting Objective Scores of a Speech Enhancement Model by MetricGAN Post-processing.
APSIPA
Szu-Wei Fu, Chien-Feng Liao, Tsun-An Hsieh, Kuo-Hsuan Hung, Syu-Siang Wang, Cheng Yu, Heng-Cheng Kuo, Ryandhimas E. Zezario, You-Jin Li, Shang-Yi Chuang, Yen-Ju Lu, Yu-Chen Lin, Yu Tsao
2020 J jnl
CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application.
CoRR
Alexander Chao-Fu Kang, Kuo-Hsuan Hung, Yu-Wen Chen, You-Jin Li, Ya-Hsin Lai, Kai-Chun Liu, Sze-Wei Fu, Syu-Siang Wang, Yu Tsao
2020 B conf
Cross-Technology Interference Mitigation Using Fully Convolutional Denoising Autoencoders.
GLOBECOM
Chi-Lun Lin, Kate Ching-Ju Lin, Chi-Cheng Lee, Yu Tsao
2020 J jnl
Deep Learning Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems.
CoRR
Kai-Chun Liu, Kuo-Hsuan Hung, Chia-Yeh Hsieh, Hsiang-Yun Huang, Chia-Tai Chan, Yu Tsao
2020 J jnl
Domain-adaptive Fall Detection Using Deep Adversarial Training.
CoRR
Kai-Chun Liu, Michael Chan, Chia-Yeh Hsieh, Hsiang-Yun Huang, Chia-Tai Chan, Yu Tsao
2020 J jnl
ECG Signal Super-resolution by Considering Reconstruction and Cardiac Arrhythmias Classification Loss.
CoRR
Tsai-Min Chen, Yuan-Hong Tsai, Huan-Hsin Tseng, Jhih-Yu Chen, Chih-Han Huang, Guo-Yuan Li, Chun-Yen Shen, Yu Tsao
2020 A conf
Enhancing Intelligibility of Dysarthric Speech Using Gated Convolutional-Based Voice Conversion System.
INTERSPEECH
Chen-Yu Chen, Wei-Zhong Zheng, Syu-Siang Wang, Yu Tsao, Pei-Chun Li, Ying-Hui Lai
2020 J jnl
Ensemble Hierarchical Extreme Learning Machine for Speech Dereverberation.
IEEE Trans. Cogn. Dev. Syst.
Tassadaq Hussain, Sabato Marco Siniscalchi, Hsiao-Lan Sharon Wang, Yu Tsao, Valerio Mario Salerno, Wen-Hung Liao
2020 — conf
Exponentiated magnitude spectrogram-based relative-to-maximum masking for speech enhancement in adverse environments.
ICCE-TW
Chen-Li Lin, Zi-Qiang Lin, Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
2020 J jnl
Improved Lite Audio-Visual Speech Enhancement.
CoRR
Shang-Yi Chuang, Hsin-Min Wang, Yu Tsao
2020 J jnl
Improving Perceptual Quality by Phone-Fortified Perceptual Loss for Speech Enhancement.
CoRR
Tsun-An Hsieh, Cheng Yu, Szu-Wei Fu, Xugang Lu, Yu Tsao
2020 A conf
Incorporating Broad Phonetic Information for Speech Enhancement.
INTERSPEECH
Yen-Ju Lu, Chien-Feng Liao, Xugang Lu, Jeih-weih Hung, Yu Tsao
2020 J jnl
Incorporating Broad Phonetic Information for Speech Enhancement.
CoRR
Yen-Ju Lu, Chien-Feng Liao, Xugang Lu, Jeih-weih Hung, Yu Tsao
2020 J jnl
Learning With Learned Loss Function: Speech Enhancement With Quality-Net to Improve Perceptual Evaluation of Speech Quality.
IEEE Signal Process. Lett.
Szu-Wei Fu, Chien-Feng Liao, Yu Tsao
2020 A conf
Lite Audio-Visual Speech Enhancement.
INTERSPEECH
Shang-Yi Chuang, Yu Tsao, Chen-Chou Lo, Hsin-Min Wang
2020 J jnl
Lite Audio-Visual Speech Enhancement.
CoRR
Shang-Yi Chuang, Yu Tsao, Chen-Chou Lo, Hsin-Min Wang
2020 J jnl
Multichannel Speech Enhancement by Raw Waveform-Mapping Using Fully Convolutional Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
Chang-Le Liu, Sze-Wei Fu, You-Jin Li, Jen-Wei Huang, Hsin-Min Wang, Yu Tsao
2020 J jnl
One Shot Learning for Speech Separation.
CoRR
Yuan-Kuei Wu, Kuan-Po Huang, Yu Tsao, Hung-yi Lee
2020 J jnl
SADDEL: Joint Speech Separation and Denoising Model based on Multitask Learning.
CoRR
Yuan-Kuei Wu, Chao-I Tuan, Hung-yi Lee, Yu Tsao
2020 A conf
SERIL: Noise Adaptive Speech Enhancement Using Regularization-Based Incremental Learning.
INTERSPEECH
Chi-Chang Lee, Yu-Chen Lin, Hsuan-Tien Lin, Hsin-Min Wang, Yu Tsao
2020 J jnl
SERIL: Noise Adaptive Speech Enhancement using Regularization-based Incremental Learning.
CoRR
Chi-Chang Lee, Yu-Chen Lin, Hsuan-Tien Lin, Hsin-Min Wang, Yu Tsao
2020 — conf
STOI-Net: A Deep Learning based Non-Intrusive Speech Intelligibility Assessment Model.
APSIPA
Ryandhimas E. Zezario, Szu-Wei Fu, Chiou-Shann Fuh, Yu Tsao, Hsin-Min Wang
2020 J jnl
STOI-Net: A Deep Learning based Non-Intrusive Speech Intelligibility Assessment Model.
CoRR
Ryandhimas E. Zezario, Szu-Wei Fu, Chiou-Shann Fuh, Yu Tsao, Hsin-Min Wang
2020 Misc conf
Self-Supervised Denoising Autoencoder with Linear Regression Decoder for Speech Enhancement.
ICASSP
Ryandhimas E. Zezario, Tassadaq Hussain, Xugang Lu, Hsin-Min Wang, Yu Tsao
2020 B conf
Space-Time Guided Association Learning For Unsupervised Person Re-Identification.
ICIP
Chih-Wei Wu, Chih-Ting Liu, Wei-Chih Tu, Yu Tsao, Yu-Chiang Frank Wang, Shao-Yi Chien
2020 J jnl
Speech Enhancement Based on Denoising Autoencoder With Multi-Branched Encoders.
IEEE ACM Trans. Audio Speech Lang. Process.
Cheng Yu, Ryandhimas E. Zezario, Syu-Siang Wang, Jonathan Sherman, Yi-Yen Hsieh, Xugang Lu, Hsin-Min Wang, Yu Tsao
2020 J jnl
Speech Enhancement based on Denoising Autoencoder with Multi-branched Encoders.
CoRR
Cheng Yu, Ryandhimas E. Zezario, Jonathan Sherman, Yi-Yen Hsieh, Xugang Lu, Hsin-Min Wang, Yu Tsao
2020 J jnl
Speech Enhancement with Zero-Shot Model Selection.
CoRR
Ryandhimas E. Zezario, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
2020 J jnl
Speech enhancement guided by contextual articulatory information.
CoRR
Yen-Ju Lu, Chia-Yu Chang, Yu Tsao, Jeih-weih Hung
2020 J jnl
Subspace-Based Representation and Learning for Phonotactic Spoken Language Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Hung-Shin Lee, Yu Tsao, Shyh-Kang Jeng, Hsin-Min Wang
2020 — conf
The Academia Sinica Systems of Voice Conversion for VCC2020.
Blizzard Challenge / Voice Conversion Challenge
Yu-Huai Peng, Cheng-Hung Hu, Alexander Chao-Fu Kang, Hung-Shin Lee, Pin-Yuan Chen, Yu Tsao, Hsin-Min Wang
2020 J jnl
The Academia Sinica Systems of Voice Conversion for VCC2020.
CoRR
Yu-Huai Peng, Cheng-Hung Hu, Alexander Chao-Fu Kang, Hung-Shin Lee, Pin-Yuan Chen, Yu Tsao, Hsin-Min Wang
2020 J jnl
The IPIN 2019 Indoor Localisation Competition - Description and Results.
IEEE Access
Francesco Potortì, Sangjoon Park, Antonino Crivello, Filippo Palumbo, Michele Girolami, Paolo Barsocchi, Soyeon Lee, Joaquín Torres-Sospedra, Antonio Ramón Jiménez Ruiz, Antoni Pérez-Navarro, Germán Martín Mendoza-Silva, Fernando Seco, Miguel Ortiz, Johan Perul, Valérie Renaudin, Hyunwoong Kang, Soyoung Park, Jae Hong Lee, Chan Gook Park, Jisu Ha, Jaeseung Han, Changjun Park, Keunhye Kim, Yonghyun Lee, Seunghun Gye, Keumryeol Lee, Eun-Jee Kim, Jeongsik Choi, Yang-Seok Choi, Shilpa Talwar, Seong Yun Cho, Boaz Ben-Moshe, Alex Scherbakov, Leonid Antsfeld, Emilio Sansano-Sansano, Boris Chidlovskii, Nikolai Kronenwett, Silvia Prophet, Yael Landay, Revital Marbel, Lingxiang Zheng, Ao Peng, Zhichao Lin, Bang Wu, Chengqi Ma, Stefan Poslad, David R. Selviah, Wei Wu, Zixiang Ma, Wenchao Zhang, Dongyan Wei, Hong Yuan, Jun-Bang Jiang, Shao-Yung Huang, Jing-Wen Liu, Kuan-Wu Su, Jenq-Shiou Leu, Kazuki Nishiguchi, Walid Bousselham, Hideaki Uchiyama, Diego Thomas, Atsushi Shimada, Rin-Ichiro Taniguchi, Vicente Cortés Puschel, Tomás Lungenstrass Poulsen, Imran Ashraf, Chanseok Lee, Muhammad Usman Ali, Yeongjun Im, Gunzung Kim, Jeongsook Eom, Soojung Hur, Yongwan Park, Miroslav Opiela, Adriano J. C. Moreira, Maria João Nicolau, Cristiano G. Pendão, Ivo Silva, Filipe Meneses, António Costa, Jens Trogh, David Plets, Ying-Ren Chien, Tzu-Yu Chang, Shih-Hau Fang, Yu Tsao
2020 J jnl
Time-Domain Multi-Modal Bone/Air Conducted Speech Enhancement.
IEEE Signal Process. Lett.
Cheng Yu, Kuo-Hsuan Hung, Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
2020 J jnl
Unsupervised Representation Disentanglement Using Cross Domain Features and Adversarial Learning in Variational Autoencoder Based Voice Conversion.
IEEE Trans. Emerg. Top. Comput. Intell.
Wen-Chin Huang, Hao Luo, Hsin-Te Hwang, Chen-Chou Lo, Yu-Huai Peng, Yu Tsao, Hsin-Min Wang
2020 J jnl
Unsupervised Representation Disentanglement using Cross Domain Features and Adversarial Learning in Variational Autoencoder based Voice Conversion.
CoRR
Wen-Chin Huang, Hao Luo, Hsin-Te Hwang, Chen-Chou Lo, Yu-Huai Peng, Yu Tsao, Hsin-Min Wang
2020 J jnl
Unsupervised neural adaptation model based on optimal transport for spoken language identification.
CoRR
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2020 J jnl
Using Deep Learning and Explainable Artificial Intelligence in Patients' Choices of Hospital Levels.
CoRR
Lichin Chen, Yu Tsao, Ji-Tian Sheu
2020 J jnl
WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-End Speech Enhancement.
IEEE Signal Process. Lett.
Tsun-An Hsieh, Hsin-Min Wang, Xugang Lu, Yu Tsao
2020 J jnl
WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech Enhancement.
CoRR
Tsun-An Hsieh, Hsin-Min Wang, Xugang Lu, Yu Tsao
2020 A conf
iMetricGAN: Intelligibility Enhancement for Speech-in-Noise Using Generative Adversarial Network-Based Metric Learning.
INTERSPEECH
Haoyu Li, Szu-Wei Fu, Yu Tsao, Junichi Yamagishi
2020 J jnl
iMetricGAN: Intelligibility Enhancement for Speech-in-Noise using Generative Adversarial Network-based Metric Learning.
CoRR
Haoyu Li, Szu-Wei Fu, Yu Tsao, Junichi Yamagishi
2019 — conf
A Pruned-CELP Speech Codec Using Denoising Autoencoder with Spectral Compensation for Quality and Intelligibility Enhancement.
AICAS
Yu-Ting Lo, Syu-Siang Wang, Yu Tsao, Sheng-Yu Peng
2019 — conf
Audio-Visual Speech Enhancement using Hierarchical Extreme Learning Machine.
EUSIPCO
Tassadaq Hussain, Yu Tsao, Hsin-Min Wang, Jia-Ching Wang, Sabato Marco Siniscalchi, Wen-Hung Liao
2019 — conf
Bone-Conducted Speech Enhancement Using Hierarchical Extreme Learning Machine.
IWSDS
Tassadaq Hussain, Yu Tsao, Sabato Marco Siniscalchi, Jia-Ching Wang, Hsin-Min Wang, Wen-Hung Liao
2019 A conf
Class-Wise Centroid Distance Metric Learning for Acoustic Event Detection.
INTERSPEECH
Xugang Lu, Peng Shen, Sheng Li, Yu Tsao, Hisashi Kawai
2019 — conf
Comparative Study of Masking and Mapping Based on Hierarchical Extreme Learning Machine for Speech Enhancement.
ISPACS
Ryandhimas E. Zezario, Join W. C. Sigalingging, Tassadaq Hussain, Jia-Ching Wang, Yu Tsao
2019 — conf
Compressed Multimodal Hierarchical Extreme Learning Machine for Speech Enhancement.
APSIPA
Tassadaq Hussain, Yu Tsao, Hsin-Min Wang, Jia-Ching Wang, Sabato Marco Siniscalchi, Wen-Hung Liao
2019 J jnl
Computation-Performance Optimization of Convolutional Neural Networks With Redundant Filter Removal.
IEEE Trans. Circuits Syst. I Regul. Pap.
Chih-Ting Liu, Tung-Wei Lin, Yi-Heng Wu, Yu-Sheng Lin, Heng Lee, Yu Tsao, Shao-Yi Chien
2019 J jnl
Deep progressive multi-scale attention for acoustic event classification.
CoRR
Xugang Lu, Peng Shen, Sheng Li, Yu Tsao, Hisashi Kawai
2019 J jnl
Distributed Microphone Speech Enhancement based on Deep Learning.
CoRR
Syu-Siang Wang, Yu-You Liang, Jeih-weih Hung, Yu Tsao, Hsin-Min Wang, Shih-Hau Fang
2019 J jnl
Evaluating Indoor Positioning Systems in a Shopping Mall: The Lessons Learned From the IPIN 2018 Competition.
IEEE Access
Valérie Renaudin, Miguel Ortiz, Johan Perul, Joaquín Torres-Sospedra, Antonio Ramón Jiménez, Antoni Pérez-Navarro, Germán Martín Mendoza-Silva, Fernando Seco, Yael Landau, Revital Marbel, Boaz Ben-Moshe, Xingyu Zheng, Feng Ye, Jian Kuang, Yu Li, Xiaoji Niu, Vlad Landa, Shlomi Hacohen, Nir Shvalb, Chuanhua Lu, Hideaki Uchiyama, Diego Thomas, Atsushi Shimada, Rin-Ichiro Taniguchi, Zhenxing Ding, Feng Xu, Nikolai Kronenwett, Blagovest Vladimirov, Soyeon Lee, Eunyoung Cho, Sungwoo Jun, Chang-Eun Lee, Sangjoon Park, Yonghyun Lee, Jehyeok Rew, Changjun Park, Hyeongyo Jeong, Jaeseung Han, Keumryeol Lee, Wenchao Zhang, Xianghong Li, Dongyan Wei, Ying Zhang, So Young Park, Chan Gook Park, Stefan Knauth, Georgios Pipelidis, Nikolaos Tsiamitros, Tomás Lungenstrass, Juan Pablo Morales, Jens Trogh, David Plets, Miroslav Opiela, Shih-Hau Fang, Yu Tsao, Ying-Ren Chien, Shi-Shen Yang, Shih-Jyun Ye, Muhammad Usman Ali, Soojung Hur, Yongwan Park
2019 A conf
Exploring the Encoder Layers of Discriminative Autoencoders for LVCSR.
INTERSPEECH
Pin-Tuan Huang, Hung-Shin Lee, Syu-Siang Wang, Kuan-Yu Chen, Yu Tsao, Hsin-Min Wang
2019 — conf
Garment Detectives: Discovering Clothes and Its Genre in Consumer Photos.
MIPR
Shintami Chusnul Hidayati, Kai-Lung Hua, Yu Tsao, Hong-Han Shuai, Jiaying Liu, Wen-Huang Cheng
2019 — conf
Generalization of Spectrum Differential based Direct Waveform Modification for Voice Conversion.
SSW
Wen-Chin Huang, Yi-Chiao Wu, Kazuhiro Kobayashi, Yu-Huai Peng, Hsin-Te Hwang, Patrick Lumban Tobing, Yu Tsao, Hsin-Min Wang, Tomoki Toda
2019 A conf
Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech.
INTERSPEECH
Li-Wei Chen, Hung-yi Lee, Yu Tsao
2019 A conf
IA-NET: Acceleration and Compression of Speech Enhancement Using Integer-Adder Deep Neural Network.
INTERSPEECH
Yu-Chen Lin, Yi-Te Hsu, Szu-Wei Fu, Yu Tsao, Tei-Wei Kuo
2019 J jnl
Improving the Intelligibility of Electric and Acoustic Stimulation Speech Using Fully Convolutional Networks Based Speech Enhancement.
CoRR
Natalie Yu-Hsien Wang, Hsiao-Lan Sharon Wang, Taowei Wang, Szu-Wei Fu, Xugang Lu, Yu Tsao, Hsin-Min Wang
2019 A conf
Incorporating Symbolic Sequential Modeling for Speech Enhancement.
INTERSPEECH
Chien-Feng Liao, Yu Tsao, Xugang Lu, Hisashi Kawai
2019 J jnl
Incorporating Symbolic Sequential Modeling for Speech Enhancement.
CoRR
Chien-Feng Liao, Yu Tsao, Xugang Lu, Hisashi Kawai
2019 J jnl
Increasing Compactness Of Deep Learning Based Speech Enhancement Models With Parameter Pruning And Quantization Techniques.
CoRR
Jyun-Yi Wu, Cheng Yu, Szu-Wei Fu, Chih-Ting Liu, Shao-Yi Chien, Yu Tsao
2019 J jnl
Increasing Compactness of Deep Learning Based Speech Enhancement Models With Parameter Pruning and Quantization Techniques.
IEEE Signal Process. Lett.
Jyun-Yi Wu, Cheng Yu, Szu-Wei Fu, Chih-Ting Liu, Shao-Yi Chien, Yu Tsao
2019 A conf
Investigation of F0 Conditioning and Fully Convolutional Networks in Variational Autoencoder Based Voice Conversion.
INTERSPEECH
Wen-Chin Huang, Yi-Chiao Wu, Chen-Chou Lo, Patrick Lumban Tobing, Tomoki Hayashi, Kazuhiro Kobayashi, Tomoki Toda, Yu Tsao, Hsin-Min Wang
2019 J jnl
Investigation of F0 conditioning and Fully Convolutional Networks in Variational Autoencoder based Voice Conversion.
CoRR
Wen-Chin Huang, Yi-Chiao Wu, Chen-Chou Lo, Patrick Lumban Tobing, Tomoki Hayashi, Kazuhiro Kobayashi, Tomoki Toda, Yu Tsao, Hsin-Min Wang
2019 — conf
Investigation of Neural Network Approaches for Unified Spectral and Prosodic Feature Enhancement.
APSIPA
Wei-Cheng Lin, Yu Tsao, Fei Chen, Hsin-Min Wang
2019 J jnl
Learning with Learned Loss Function: Speech Enhancement with Quality-Net to Improve Perceptual Evaluation of Speech Quality.
CoRR
Szu-Wei Fu, Chien-Feng Liao, Yu Tsao
2019 J jnl
MITAS: A Compressed Time-Domain Audio Separation Network with Parameter Sharing.
CoRR
Chao-I Tuan, Yuan-Kuei Wu, Hung-yi Lee, Yu Tsao
2019 J jnl
MOSNet: Deep Learning based Objective Assessment for Voice Conversion.
CoRR
Chen-Chou Lo, Szu-Wei Fu, Wen-Chin Huang, Xin Wang, Junichi Yamagishi, Yu Tsao, Hsin-Min Wang
2019 A conf
MOSNet: Deep Learning-Based Objective Assessment for Voice Conversion.
INTERSPEECH
Chen-Chou Lo, Szu-Wei Fu, Wen-Chin Huang, Xin Wang, Junichi Yamagishi, Yu Tsao, Hsin-Min Wang
2019 A* conf
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement.
ICML
Szu-Wei Fu, Chien-Feng Liao, Yu Tsao, Shou-De Lin
2019 J jnl
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement.
CoRR
Szu-Wei Fu, Chien-Feng Liao, Yu Tsao, Shou-De Lin
2019 J jnl
MoEVC: A Mixture-of-experts Voice Conversion System with Sparse Gating Mechanism for Accelerating Online Computation.
CoRR
Yu-Tao Chang, Yuan-Hong Yang, Yu-Huai Peng, Syu-Siang Wang, Tai-Shih Chi, Yu Tsao, Hsin-Min Wang
2019 J jnl
Multichannel Speech Enhancement by Raw Waveform-mapping using Fully Convolutional Networks.
CoRR
Chang-Le Liu, Szu-Wei Fu, You-Jin Lee, Yu Tsao, Jen-Wei Huang, Hsin-Min Wang
2019 A conf
Noise Adaptive Speech Enhancement Using Domain Adversarial Training.
INTERSPEECH
Chien-Feng Liao, Yu Tsao, Hung-yi Lee, Hsin-Min Wang
2019 J jnl
Noise Reduction in ECG Signals Using Fully Convolutional Denoising Autoencoders.
IEEE Access
Hsin-Tien Chiang, Yi-Yen Hsieh, Szu-Wei Fu, Kuo-Hsuan Hung, Yu Tsao, Shao-Yi Chien
2019 — conf
Refined WaveNet Vocoder for Variational Autoencoder Based Voice Conversion.
EUSIPCO
Wen-Chin Huang, Yi-Chiao Wu, Hsin-Te Hwang, Patrick Lumban Tobing, Tomoki Hayashi, Kazuhiro Kobayashi, Tomoki Toda, Yu Tsao, Hsin-Min Wang
2019 Misc conf
Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition.
ICASSP
Yih-Liang Shen, Chao-Yuan Huang, Syu-Siang Wang, Yu Tsao, Hsin-Min Wang, Tai-Shih Chi
2019 J jnl
Robust S1 and S2 heart sound recognition based on spectral restoration and multi-style training.
Biomed. Signal Process. Control.
Yu Tsao, Tzu-Hao Lin, Fei Chen, Yun-Fan Chang, Chui-Hsuan Cheng, Kun-Hsi Tsai
2019 J jnl
Seeing Voices in Noise: A Study of Audiovisual-Enhanced Vocoded Speech Intelligibility in Cochlear Implant Simulation.
CoRR
Rung-Yu Tseng, Taowei Wang, Szu-Wei Fu, Yu Tsao, Chia-ying Lee
2019 A conf
Speaker-Aware Deep Denoising Autoencoder with Embedded Speaker Identity for Speech Enhancement.
INTERSPEECH
Fu-Kai Chuang, Syu-Siang Wang, Jeih-weih Hung, Yu Tsao, Shih-Hau Fang
2019 A conf
Specialized Speech Enhancement Model Selection Based on Learned Non-Intrusive Quality Assessment Metric.
INTERSPEECH
Ryandhimas E. Zezario, Szu-Wei Fu, Xugang Lu, Hsin-Min Wang, Yu Tsao
2019 — conf
Speech enhancement based on the integration of fully convolutional network, temporal lowpass filtering and spectrogram masking.
ROCLING
Kuan-Yi Liu, Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
2019 — conf
Subjective Feedback-based Neural Network Pruning for Speech Enhancement.
APSIPA
Fuqiang Ye, Yu Tsao, Fei Chen
2019 J jnl
The ASVspoof 2019 database.
CoRR
Xin Wang, Junichi Yamagishi, Massimiliano Todisco, Héctor Delgado, Andreas Nautsch, Nicholas W. D. Evans, Md. Sahidullah, Ville Vestman, Tomi Kinnunen, Kong Aik Lee, Lauri Juvela, Paavo Alku, Yu-Huai Peng, Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang, Sébastien Le Maguer, Markus Becker, Fergus Henderson, Rob Clark, Yu Zhang, Quan Wang, Ye Jia, Kai Onuma, Koji Mushika, Takashi Kaneda, Yuan Jiang, Li-Juan Liu, Yi-Chiao Wu, Wen-Chin Huang, Tomoki Toda, Kou Tanaka, Hirokazu Kameoka, Ingmar Steiner, Driss Matrouf, Jean-François Bonastre, Avashna Govender, Srikanth Ronanki, Jing-Xuan Zhang, Zhen-Hua Ling
2019 J jnl
Time-Domain Multi-modal Bone/air Conducted Speech Enhancement.
CoRR
Cheng Yu, Yan-Ting Lin, Kuo-Hsuan Hung, Syu-Siang Wang, Szu-Wei Fu, Yu Tsao, Jeih-weih Hung
2019 J jnl
Toward Automating Oral Presentation Scoring During Principal Certification Program Using Audio-Video Low-Level Behavior Profiles.
IEEE Trans. Affect. Comput.
Shan-Wen Hsiao, Hung-Ching Sun, Ming-Chuan Hsieh, Ming-Hsueh Tsai, Yu Tsao, Chi-Chun Lee
2018 Misc conf
A Novel LSTM-Based Speech Preprocessor for Speaker Diarization in Realistic Mismatch Conditions.
ICASSP
Lei Sun, Jun Du, Tian Gao, Yu-Ding Lu, Yu Tsao, Chin-Hui Lee, Neville Ryant
2018 — conf
A Study on Speech Enhancement Using Exponent-Only Floating Point Quantized Neural Network (EOFP-QNN).
SLT
Yi-Te Hsu, Yu-Chen Lin, Szu-Wei Fu, Yu Tsao, Tei-Wei Kuo
2018 J jnl
A study on speech enhancement using exponent-only floating point quantized neural network (EOFP-QNN).
CoRR
Yi-Te Hsu, Yu-Chen Lin, Szu-Wei Fu, Yu Tsao, Tei-Wei Kuo
2018 J jnl
Adaptive Noise Cancellation Using Deep Cerebellar Model Articulation Controller.
IEEE Access
Yu Tsao, Hao-Chun Chu, Shih-Hau Fang, Junghsi Lee, Chih-Min Lin
2018 — conf
An Industrial IoT Analysis System Based on Machining Data of Metal Materials.
iFUZZY
Shang-Chih Lin, Yu Tsao, Shun-Feng Su, Yennun Huang
2018 — conf
Architecture Design of Convolutional Neural Networks for Face Detection on an FPGA Platform.
SiPS
Bin-Syh Yu, Yu Tsao, Shao-Wen Yang, Yen-Kuang Chen, Shao-Yi Chien
2018 J jnl
Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks.
IEEE Trans. Emerg. Top. Comput. Intell.
Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang
2018 — conf
Automatic Detection of Speech Under Cold Using Discriminative Autoencoders and Strength Modeling with Multiple Sub-Dictionary Generation.
IWAENC
Yi-Ying Kao, Hsiang-Ping Hsu, Chien-Feng Liao, Yu Tsao, Hao-Chun Yang, Jeng-Lin Li, Chi-Chun Lee, Hung-Shin Lee, Hsin-Min Wang
2018 J jnl
Bone-conducted speech enhancement using deep denoising autoencoder.
Speech Commun.
Hung-Ping Liu, Yu Tsao, Chiou-Shann Fuh
2018 — conf
Congruent Visual Stimulation Facilitates Auditory Frequency Change Detection: An ERP Study.
EMBC
Lei Wang, Yu Tsao, Fei Chen
2018 — conf
Deep Denoising Autoencoder Based Post Filtering for Speech Enhancement.
APSIPA
Ryandhimas E. Zezario, Jen-Wei Huang, Xugang Lu, Yu Tsao, Hsin-Te Hwang, Hsin-Min Wang
2018 J jnl
End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
Szu-Wei Fu, Taowei Wang, Yu Tsao, Xugang Lu, Hisashi Kawai
2018 Misc conf
Enhancement and Analysis of Conversational Speech: JSALT 2017.
ICASSP
Neville Ryant, Elika Bergelson, Kenneth Church, Alejandrina Cristià, Jun Du, Sriram Ganapathy, Sanjeev Khudanpur, Diana Kowalski, Mahesh Krishnamoorthy, Rajat Kulshreshta, Mark Y. Liberman, Yu-Ding Lu, Matthew Maciejewski, Florian Metze, Ján Profant, Lei Sun, Yu Tsao, Zhou Yu
2018 A conf
Exemplar-Based Spectral Detail Compensation for Voice Conversion.
INTERSPEECH
Yu-Huai Peng, Hsin-Te Hwang, Yi-Chiao Wu, Yu Tsao, Hsin-Min Wang
2018 J jnl
Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech.
CoRR
Li-Wei Chen, Hung-yi Lee, Yu Tsao
2018 — conf
Hearing aids APP design based on deep learning technology.
ISCSLP
Ji-Yan Han, Wei-Zhong Zheng, Ren-Jie Huang, Yu Tsao, Ying-Hui Lai
2018 — conf
IOS-based Ear Scale application for Clinical Audiology and Otology Usage.
ISCSLP
Wen-Huei Liao, Pei-Chun Li, Shuenn-Tsong Young, Ying-Hui Lai, Yu Tsao
2018 — conf
Improving the performance of hearing aids in noisy environments based on deep learning technology.
EMBC
Ying-Hui Lai, Wei-Zhong Zheng, Shih-Tsang Tang, Shih-Hau Fang, Wen-Huei Liao, Yu Tsao
2018 J jnl
Locally Linear Embedding Based Post-Filtering for Speech Enhancement.
J. Inf. Sci. Eng.
Hsin-Te Hwang, Yi-Chiao Wu, Syu-Siang Wang, Chin-Cheng Hsu, Yu Tsao, Hsin-Min Wang, Yih-Ru Wang, Sin-Horng Chen
2018 J jnl
Noise Adaptive Speech Enhancement using Domain Adversarial Training.
CoRR
Chien-Feng Liao, Yu Tsao, Hung-yi Lee, Hsin-Min Wang
2018 J jnl
Off-Line Evaluation of Mobile-Centric Indoor Positioning Systems: The Experiences from the 2017 IPIN Competition.
Sensors
Joaquín Torres-Sospedra, Antonio Ramón Jiménez, Adriano J. C. Moreira, Tomás Lungenstrass, Wei-Chung Lu, Stefan Knauth, Germán M. Mendoza-Silva, Fernando Seco, Antoni Pérez-Navarro, Maria João Nicolau, António Costa, Filipe Meneses, Joaquín Farina, Juan Pablo Morales, Wen-Chen Lu, Ho-Ti Cheng, Shi-Shen Yang, Shih-Hau Fang, Ying-Ren Chien, Yu Tsao
2018 A conf
Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model Based on BLSTM.
INTERSPEECH
Szu-Wei Fu, Yu Tsao, Hsin-Te Hwang, Hsin-Min Wang
2018 J jnl
Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM.
CoRR
Szu-Wei Fu, Yu Tsao, Hsin-Te Hwang, Hsin-Min Wang
2018 J jnl
Refined WaveNet Vocoder for Variational Autoencoder Based Voice Conversion.
CoRR
Wen-Chin Huang, Yi-Chiao Wu, Hsin-Te Hwang, Patrick Lumban Tobing, Tomoki Hayashi, Kazuhiro Kobayashi, Tomoki Toda, Yu Tsao, Hsin-Min Wang
2018 J jnl
Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition.
CoRR
Yih-Liang Shen, Chao-Yuan Huang, Syu-Siang Wang, Yu Tsao, Hsin-Min Wang, Tai-Shih Chi
2018 J jnl
Robustness against the channel effect in pathological voice detection.
CoRR
Yi-Te Hsu, Zining Zhu, Chi-Te Wang, Shih-Hau Fang, Frank Rudzicz, Yu Tsao
2018 J jnl
SmartHear: A Smartphone-Based Remote Microphone Hearing Assistive System Using Wireless Technologies.
IEEE Syst. J.
Yu-Cheng Lin, Ying-Hui Lai, Hsiu-Wen Chang, Yu Tsao, Yi-Ping Chang, Ronald Y. Chang
2018 Misc conf
Speech Dereverberation Based on Integrated Deep and Ensemble Learning Algorithm.
ICASSP
Wei-Jen Lee, Syu-Siang Wang, Fei Chen, Xugang Lu, Shao-Yi Chien, Yu Tsao
2018 J jnl
Speech Dereverberation Based on Integrated Deep and Ensemble Learning.
CoRR
Wei-Jen Lee, Syu-Siang Wang, Fei Chen, Xugang Lu, Shao-Yi Chien, Yu Tsao
2018 J jnl
Speech Enhancement Based on Reducing the Detail Portion of Speech Spectrograms in Modulation Domain via Discrete Wavelet Transform.
CoRR
Shih-Kuang Lee, Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
2018 — conf
Speech Enhancement Based on Reducing the Detail Portion of Speech Spectrograms in Modulation Domain via DiscreteWavelet Transform.
ISCSLP
Shih-Kuang Lee, Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
2018 J jnl
Suppression by Selecting Wavelets for Feature Compression in Distributed Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Syu-Siang Wang, Payton Lin, Yu Tsao, Jeih-weih Hung, Borching Su
2018 A conf
Temporal Attentive Pooling for Acoustic Event Detection.
INTERSPEECH
Xugang Lu, Peng Shen, Sheng Li, Yu Tsao, Hisashi Kawai
2018 — conf
Voice Conversion Based on Cross-Domain Features Using Variational Auto Encoders.
ISCSLP
Wen-Chin Huang, Hsin-Te Hwang, Yu-Huai Peng, Yu Tsao, Hsin-Min Wang
2018 J jnl
Voice Conversion Based on Cross-Domain Features Using Variational Auto Encoders.
CoRR
Wen-Chin Huang, Hsin-Te Hwang, Yu-Huai Peng, Yu Tsao, Hsin-Min Wang
2018 J jnl
Voice Conversion Based on Locally Linear Embedding.
J. Inf. Sci. Eng.
Hsin-Te Hwang, Yi-Chiao Wu, Yu-Huai Peng, Chin-Cheng Hsu, Yu Tsao, Hsin-Min Wang, Yih-Ru Wang, Sin-Horng Chen
2018 — conf
WaveNet 聲碼器及其於語音轉換之應用 (WaveNet Vocoder and its Applications in Voice Conversion) [In Chinese].
ROCLING
Wen-Chin Huang, Chen-Chou Lo, Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang
2017 J jnl
A Deep Denoising Autoencoder Approach to Improving the Intelligibility of Vocoded Speech in Cochlear Implant Simulation.
IEEE Trans. Biomed. Eng.
Ying-Hui Lai, Fei Chen, Syu-Siang Wang, Xugang Lu, Yu Tsao, Chin-Hui Lee
2017 A conf
A Post-Filtering Approach Based on Locally Linear Embedding Difference Compensation for Speech Enhancement.
INTERSPEECH
Yi-Chiao Wu, Hsin-Te Hwang, Syu-Siang Wang, Chin-Cheng Hsu, Yu Tsao, Hsin-Min Wang
2017 J jnl
A Replay Spoofing Detection System Based on Discriminative Autoencoders.
Int. J. Comput. Linguistics Chin. Lang. Process.
Chia-Lung Wu, Hsiang-Ping Hsu, Yu-Ding Lu, Yu Tsao, Hung-Shin Lee, Hsin-Min Wang
2017 J jnl
A Smartphone-Based Multi-Functional Hearing Assistive System to Facilitate Speech Recognition in the Classroom.
IEEE Access
Alan Chern, Ying-Hui Lai, Yi-Ping Chang, Yu Tsao, Ronald Y. Chang, Hsiu-Wen Chang
2017 — conf
A deep learning based noise reduction approach to improve speech intelligibility for cochlear implant recipients in the presence of competing speech noise.
APSIPA
Syu-Siang Wang, Yu Tsao, Hsiao-Lan Sharon Wang, Ying-Hui Lai, Lieber Po-Hung Li
2017 Misc conf
A locally linear embbeding based postfiltering approach for speech enhancement.
ICASSP
Yi-Chiao Wu, Hsin-Te Hwang, Syu-Siang Wang, Chin-Cheng Hsu, Ying-Hui Lai, Yu Tsao, Hsin-Min Wang
2017 J jnl
Acoustic Echo Cancellation Using an Improved Vector-Space-Based Adaptive Filtering Algorithm.
Int. J. Comput. Linguistics Chin. Lang. Process.
Jin Li-You, Yu Tsao, Ying-Ren Chien
2017 Misc conf
Acoustic echo cancellation using deep cerebellar model articulation controller.
ACSSC
Shih-Wei Lan, Yu Tsao, Junghsi Lee
2017 J jnl
Adaptive Noise Cancellation Using Deep Cerebellar Model Articulation Controller.
CoRR
Yu Tsao, Hao-Chun Chu, Shih-Wei Lan, Shih-Hau Fang, Junghsi Lee, Chih-Min Lin
2017 J jnl
Audio-Visual Speech Enhancement based on Multimodal Deep Convolutional Neural Network.
CoRR
Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Jen-Chun Lin, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang
2017 — conf
Complex spectrogram enhancement by convolutional neural network with multi-metrics learning.
MLSP
Szu-Wei Fu, Ting-Yao Hu, Yu Tsao, Xugang Lu
2017 A conf
Discriminative Autoencoders for Acoustic Modeling.
INTERSPEECH
Ming-Han Yang, Hung-Shin Lee, Yu-Ding Lu, Kuan-Yu Chen, Yu Tsao, Berlin Chen, Hsin-Min Wang
2017 Misc conf
Discriminative autoencoders for speaker verification.
ICASSP
Hung-Shin Lee, Yu-Ding Lu, Chin-Cheng Hsu, Yu Tsao, Hsin-Min Wang, Shyh-Kang Jeng
2017 J jnl
End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks.
CoRR
Szu-Wei Fu, Yu Tsao, Xugang Lu, Hisashi Kawai
2017 J jnl
Experimental Study on Extreme Learning Machine Applications for Speech Enhancement.
IEEE Access
Tassadaq Hussain, Sabato Marco Siniscalchi, Chi-Chun Lee, Syu-Siang Wang, Yu Tsao, Wen-Hung Liao
2017 — conf
Fast locally linear embedding algorithm for exemplar-based voice conversion.
APSIPA
Yu-Huai Peng, Chin-Cheng Hsu, Yi-Chiao Wu, Hsin-Te Hwang, Yi-Wen Liu, Yu Tsao, Hsin-Min Wang
2017 J jnl
Joint Dictionary Learning-Based Non-Negative Matrix Factorization for Voice Conversion to Improve Speech Intelligibility After Oral Surgery.
IEEE Trans. Biomed. Eng.
Szu-Wei Fu, Pei-Chun Li, Ying-Hui Lai, Cheng-Chien Yang, Li-Chun Hsieh, Yu Tsao
2017 J jnl
Multi-Metrics Learning for Speech Enhancement.
CoRR
Szu-Wei Fu, Ting-Yao Hu, Yu Tsao, Xugang Lu
2017 J jnl
Multi-style learning with denoising autoencoders for acoustic modeling in the internet of things (IoT).
Comput. Speech Lang.
Payton Lin, Dau-Cheng Lyu, Fei Chen, Syu-Siang Wang, Yu Tsao
2017 C conf
Object-based on-line video summarization for internet of video things.
ISCAS
Shih-Ting Lin, Yuan-Hsin Liao, Yu Tsao, Shao-Yi Chien
2017 J jnl
Personalizing Recurrent-Neural-Network-Based Language Model by Social Network.
IEEE ACM Trans. Audio Speech Lang. Process.
Hung-yi Lee, Bo-Hsiang Tseng, Tsung-Hsien Wen, Yu Tsao
2017 — ed.
Proceedings of the 29th Conference on Computational Linguistics and Speech Processing, ROCLING 2017, Taipei, Taiwan, November 27-28, 2017
ROCLING
Lun-Wei Ku, Yu Tsao
2017 J jnl
Raw Waveform-based Speech Enhancement by Fully Convolutional Networks.
CoRR
Szu-Wei Fu, Yu Tsao, Xugang Lu, Hisashi Kawai
2017 — conf
Raw waveform-based speech enhancement by fully convolutional networks.
APSIPA
Szu-Wei Fu, Yu Tsao, Xugang Lu, Hisashi Kawai
2017 J jnl
Regularization of neural network model with distance metric learning for i-vector based spoken language identification.
Comput. Speech Lang.
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2017 J jnl
S1 and S2 Heart Sound Recognition Using Deep Neural Networks.
IEEE Trans. Biomed. Eng.
Tien-En Chen, Shih-I Yang, Li-Ting Ho, Kun-Hsi Tsai, Yu-Hsuan Chen, Yun-Fan Chang, Ying-Hui Lai, Syu-Siang Wang, Yu Tsao, Chau-Chung Wu
2017 — conf
Track-Clustering Error Evaluation for Track-Based Multi-camera Tracking System Employing Human Re-identification.
CVPR Workshops
Chih-Wei Wu, Meng-Ting Zhong, Yu Tsao, Shao-Wen Yang, Yen-Kuang Chen, Shao-Yi Chien
2017 A conf
Voice Conversion from Unaligned Corpora Using Variational Autoencoding Wasserstein Generative Adversarial Networks.
INTERSPEECH
Chin-Cheng Hsu, Hsin-Te Hwang, Yi-Chiao Wu, Yu Tsao, Hsin-Min Wang
2017 J jnl
Voice Conversion from Unaligned Corpora using Variational Autoencoding Wasserstein Generative Adversarial Networks.
CoRR
Chin-Cheng Hsu, Hsin-Te Hwang, Yi-Chiao Wu, Yu Tsao, Hsin-Min Wang
2017 A conf
Wavelet Speech Enhancement Based on Robust Principal Component Analysis.
INTERSPEECH
Chia-Lung Wu, Hsiang-Ping Hsu, Syu-Siang Wang, Jeih-weih Hung, Ying-Hui Lai, Hsin-Min Wang, Yu Tsao
2017 — conf
以語音能量特性發展即時語速偵測裝置-前導型研究 (Real-time monitoring device of phonation speed and volume based on speech energy: A pilot study) [In Chinese].
ROCLING
Chi-Te Wang, Feng-Chuan Lin, Wei-Zhong Zheng, Shih-Hau Fang, Yu Tsao, Ying-Hui Lai
2017 — conf
以軟體為基礎建構語音增強系統使用者介面 (Development of a software-based User-Interface of Speech Enhancement System) [In Chinese].
ROCLING
Taowei Wang, Yu Tsao, Ying-Hui Lai, Hsiang-Ping Hsu, Chia-Lung Wu
2017 — conf
基於鑑別式自編碼解碼器之錄音回放攻擊偵測系統 (A Replay Spoofing Detection System Based on Discriminative Autoencoders) [In Chinese].
ROCLING
Yu-Ding Lu, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang
2017 — conf
多樣訊雜比之訓練語料於降噪自動編碼器其語音強化功能之初步研究 (A Preliminary Study of Various SNR-level Training Data in the Denoising Auto-encoder (DAE) Technique for Speech Enhancement) [In Chinese].
ROCLING
Shih-Kuang Lee, Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
2017 — conf
改進的向量空間可適性濾波器用於聲學回聲消除 (Acoustic Echo Cancellation Using an Improved Vector-Space-Based Adaptive Filtering Algorithm) [In Chinese].
ROCLING
Jin Li-You, Yu Tsao, Ying-Ren Chien
2016 — conf
A linear regression model with dynamic pulse transit time features for noninvasive blood pressure prediction.
BioCAS
Yi-Yen Hsieh, Ching-Da Wu, Shey-Shi Lu, Yu Tsao
2016 — conf
A pseudo-task design in multi-task learning deep neural network for speaker recognition.
ISCSLP
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2016 — conf
A study of mobile advertisement recommendation using real big data from AdLocus.
GCCE
Ting-Jia Wu, Shih-Hau Fang, Yong-Bin Wu, Cheng-Tse Wu, Jen-Wei Huang, Yu Tsao
2016 — conf
Adaptive subspace-constrained diagonal loading.
APSIPA
Yueh-Ting Tsai, Borching Su, Yu Tsao, Syu-Siang Wang
2016 — conf
Audio-visual speech enhancement using deep neural networks.
APSIPA
Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Jen-Chun Lin, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang
2016 J jnl
Dictionary Update for NMF-based Voice Conversion Using an Encoder-Decoder Network.
CoRR
Chin-Cheng Hsu, Hsin-Te Hwang, Yi-Chiao Wu, Yu Tsao, Hsin-Min Wang
2016 — conf
Dictionary update for NMF-based voice conversion using an encoder-decoder network.
ISCSLP
Chin-Cheng Hsu, Hsin-Te Hwang, Yi-Chiao Wu, Yu Tsao, Hsin-Min Wang
2016 J jnl
Generalized maximum a posteriori spectral amplitude estimation for speech enhancement.
Speech Commun.
Yu Tsao, Ying-Hui Lai
2016 — conf
Image Retrieval Using Color-Aware Tag on Progressive Image Search and Recommendation System.
MMM (2)
Shih-Yu Ku, Kai-Hsiang Chen, Jen-Wei Huang, Yu Tsao
2016 — conf
Improving the performance of speech perception in noisy environment based on an FAME strategy.
ISCSLP
Ying-Hui Lai, Syu-Siang Wang, Yu-Ting Su, Cheng Han-Che, Fan Kang Fu, Yu Tsao
2016 — conf
Incorporating local environment information with ensemble neural networks to robust automatic speech recognition.
ISCSLP
Chia-Yung Hsu, Ryandhimas E. Zezario, Jia-Ching Wang, Chin-Wen Ho, Xugang Lu, Yu Tsao
2016 — conf
Leveraging nonnegative matrix factorization in processing the temporal modulation spectrum for speech enhancement.
ICCE-TW
Syu-Siang Wang, Jeremy Chiaming Yang, Yu Tsao, Jeih-weih Hung
2016 A conf
Locally Linear Embedding for Exemplar-Based Spectral Conversion.
INTERSPEECH
Yi-Chiao Wu, Hsin-Te Hwang, Chin-Cheng Hsu, Yu Tsao, Hsin-Min Wang
2016 J jnl
Maximum Entropy Learning with Deep Belief Networks.
Entropy
Payton Lin, Szu-Wei Fu, Syu-Siang Wang, Ying-Hui Lai, Yu Tsao
2016 A conf
Minimization of Regression and Ranking Losses with Shallow Neural Networks on Automatic Sincerity Evaluation.
INTERSPEECH
Hung-Shin Lee, Yu Tsao, Chi-Chun Lee, Hsin-Min Wang, Wei-Cheng Lin, Wei-Chen Chen, Shan-Wen Hsiao, Shyh-Kang Jeng
2016 J jnl
Modeling speech intelligibility with recovered envelope from temporal fine structure stimulus.
Speech Commun.
Fei Chen, Yu Tsao, Ying-Hui Lai
2016 Misc conf
Nonnegative matrix factorization-based frequency lowering technology for Mandarin-speaking hearing aid users.
ICASSP
Yen-Teh Liu, Yu Tsao, Ronald Y. Chang
2016 A conf
Pair-Wise Distance Metric Learning of Neural Network Model for Spoken Language Identification.
INTERSPEECH
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
2016 — ed.
Proceedings of the 28th Conference on Computational Linguistics and Speech Processing, ROCLING 2016, National Cheng Kung University, Tainan, Taiwan, October 6-7, 2015
ROCLING
Chung-Hsien Wu, Yuen-Hsien Tseng, Hung-Yu Kao, Lun-Wei Ku, Yu Tsao, Shih-Hung Wu
2016 J jnl
Robust Beamforming Against DoA Mismatch Using Subspace-Constrained Diagonal Loading.
CoRR
Yueh-Ting Tsai, Borching Su, Yu Tsao, Syu-Siang Wang
2016 A conf
SNR-Aware Convolutional Neural Network Modeling for Speech Enhancement.
INTERSPEECH
Szu-Wei Fu, Yu Tsao, Xugang Lu
2016 — conf
Speech enhancement via ensemble modeling NMF adaptation.
ICCE-TW
Jeremy Chiaming Yang, Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
2016 — conf
Temporal Modulation Spectral Restoration for Robust Speech Recognition.
BigMM
Syu-Siang Wang, Yu Tsao
2016 J jnl
Transportation Modes Classification Using Sensors on Smartphones.
Sensors
Shih-Hau Fang, Hao-Hsiang Liao, Yu-Xiang Fei, Kai-Hsiang Chen, Jen-Wei Huang, Yu-Ding Lu, Yu Tsao
2016 J jnl
Voice Conversion from Non-parallel Corpora Using Variational Auto-encoder.
CoRR
Chin-Cheng Hsu, Hsin-Te Hwang, Yi-Chiao Wu, Yu Tsao, Hsin-Min Wang
2016 — conf
Voice conversion from non-parallel corpora using variational auto-encoder.
APSIPA
Chin-Cheng Hsu, Hsin-Te Hwang, Yi-Chiao Wu, Yu Tsao, Hsin-Min Wang
2016 J jnl
Wavelet Speech Enhancement Based on Nonnegative Matrix Factorization.
IEEE Signal Process. Lett.
Syu-Siang Wang, Alan Chern, Yu Tsao, Jeih-weih Hung, Xugang Lu, Ying-Hui Lai, Borching Su
2016 J jnl
Wavelet speech enhancement based on nonnegative matrix factorization.
CoRR
Syu-Siang Wang, Alan Chern, Yu Tsao, Jeih-weih Hung, Xugang Lu, Ying-Hui Lai, Borching Su
2015 — conf
A deep neural network based approach to mandarin consonant/vowel separation.
ICCE-TW
Yen-Teh Liu, Yu Tsao, Ronald Y. Chang
2015 Misc conf
A discriminative post-filter for speech enhancement in hearing aids.
ICASSP
Ying-Hui Lai, Syu-Siang Wang, Pei-Chun Li, Yu Tsao
2015 — conf
A new frequency lowering technique for Mandarin-speaking hearing aid users.
GlobalSIP
Yen-Teh Liu, Ronald Y. Chang, Yu Tsao, Yi-Ping Chang
2015 — conf
A probabilistic interpretation for artificial neural network-based voice conversion.
APSIPA
Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang, Yih-Ru Wang, Sin-Horng Chen
2015 J jnl
Acoustic Echo Cancellation Using a Vector-Space-Based Adaptive Filtering Algorithm.
IEEE Signal Process. Lett.
Yu Tsao, Shih-Hau Fang, Yao Shiao
2015 J jnl
Compensating for Orientation Mismatch in Robust Wi-Fi Localization Using Histogram Equalization.
IEEE Trans. Veh. Technol.
Shih-Hau Fang, Chu-Hsuan Wang, Yu Tsao
2015 J jnl
Ensemble environment modeling using affine transform group.
Speech Commun.
Yu Tsao, Payton Lin, Ting-Yao Hu, Xugang Lu
2015 — conf
Improving denoising auto-encoder based speech enhancement with the speech parameter generation algorithm.
APSIPA
Syu-Siang Wang, Hsin-Te Hwang, Ying-Hui Lai, Yu Tsao, Xugang Lu, Hsin-Min Wang, Borching Su
2015 Misc conf
Multimodal arousal rating using unsupervised fusion technique.
ICASSP
Wei-Chen Chen, Po-Tsun Lai, Yu Tsao, Chi-Chun Lee
2015 J jnl
Rapid Converging M-Max Partial Update Least Mean Square Algorithms with New Variable Step-Size Methods.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Jin Li-You, Ying-Ren Chien, Yu Tsao
2015 J jnl
Robust Voice Activity Detection Algorithm Based on Feature of Frequency Modulation of Harmonics and Its DSP Implementation.
IEICE Trans. Inf. Syst.
Chung-Chien Hsu, Kah-Meng Cheong, Tai-Shih Chi, Yu Tsao
2015 A conf
Sparse representation with temporal max-smoothing for acoustic event detection.
INTERSPEECH
Xugang Lu, Peng Shen, Yu Tsao, Chiori Hori, Hisashi Kawai
2015 A conf
Speech recognition with temporal neural networks.
INTERSPEECH
Payton Lin, Dau-Cheng Lyu, Yun-Fan Chang, Yu Tsao
2015 — conf
Temporal alignment for deep neural networks.
GlobalSIP
Payton Lin, Dau-Cheng Lyu, Yun-Fan Chang, Yu Tsao
2015 — conf
Temporal information in tone recognition.
ICCE-TW
Payton Lin, Syu-Siang Wang, Yu Tsao
2015 — conf
類神經網路訓練結合環境群集及專家混合系統於強健性語音辨識(Automatic Speech Recognition using Neural Network based Acoustic Model with the Environment Clustering and Mixture of Experts Algorithms) [In Chinese].
ROCLING
Chia-Yung Hsu, Jia-Ching Wang, Yu Tsao
2014 J jnl
A MAP-based Online Estimation Approach to Ensemble Speaker and Speaking Environment Modeling.
IEEE ACM Trans. Audio Speech Lang. Process.
Yu Tsao, Shigeki Matsuda, Chiori Hori, Hideki Kashioka, Chin-Hui Lee
2014 A* conf
A Transfer Probabilistic Collective Factorization Model to Handle Sparse Data in Collaborative Filtering.
ICDM
How Jing, An-Chun Liang, Shou-De Lin, Yu Tsao
2014 — conf
Acoustic feature conversion using a polynomial based feature transferring algorithm.
ISCSLP
Syu-Siang Wang, Payton Lin, Dau-Cheng Lyu, Yu Tsao, Hsin-Te Hwang, Borching Su
2014 A conf
An adaptive envelope compression strategy for speech processing in cochlear implants.
INTERSPEECH
Ying-Hui Lai, Fei Chen, Yu Tsao
2014 A conf
Automatic speech recognition with primarily temporal envelope information.
INTERSPEECH
Payton Lin, Fei Chen, Syu-Siang Wang, Ying-Hui Lai, Yu Tsao
2014 A conf
Clustering-based i-vector formulation for speaker recognition.
INTERSPEECH
Hung-Shin Lee, Yu Tsao, Hsin-Min Wang, Shyh-Kang Jeng
2014 — conf
Effect of adaptive envelope compression in simulated electric hearing in reverberation.
ISIC
Ying-Hui Lai, Fei Chen, Yu Tsao
2014 A conf
Ensemble modeling of denoising autoencoder for speech spectrum restoration.
INTERSPEECH
Xugang Lu, Yu Tsao, Shigeki Matsuda, Chiori Hori
2014 A conf
Ensemble of machine learning algorithms for cognitive and physical speaker load detection.
INTERSPEECH
How Jing, Ting-Yao Hu, Hung-Shin Lee, Wei-Chen Chen, Chi-Chun Lee, Yu Tsao, Hsin-Min Wang
2014 J jnl
Incorporating local information of the acoustic environments to MAP-based feature compensation and acoustic model adaptation.
Comput. Speech Lang.
Yu Tsao, Xugang Lu, Paul R. Dixon, Ting-Yao Hu, Shigeki Matsuda, Chiori Hori
2014 — conf
Robust anchorperson detection based on audio streams using a hybrid I-vector and DNN system.
APSIPA
Yun-Fan Chang, Payton Lin, Shao-hua Cheng, Kai-Hsuan Chan, Yi-Chong Zeng, Chia-Wei Liao, Wen-Tsung Chang, Yu-Chiang Wang, Yu Tsao
2014 Misc conf
Sparse representation based on a bag of spectral exemplars for acoustic event detection.
ICASSP
Xugang Lu, Yu Tsao, Shigeki Matsuda, Chiori Hori
2014 — conf
Spectral patch based sparse coding for acoustic event detection.
ISCSLP
Xugang Lu, Yu Tsao, Peng Shen, Chiori Hori
2014 Misc conf
Speech enhancement using segmental nonnegative matrix factorization.
ICASSP
Hao-Teng Fan, Jeih-weih Hung, Xugang Lu, Syu-Siang Wang, Yu Tsao
2014 J jnl
Variable Selection Linear Regression for Robust Speech Recognition.
IEICE Trans. Inf. Syst.
Yu Tsao, Ting-Yao Hu, Sakriani Sakti, Satoshi Nakamura, Lin-Shan Lee
2013 A conf
Alleviating the over-smoothing problem in GMM-based voice conversion with discriminative training.
INTERSPEECH
Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang, Yih-Ru Wang, Sin-Horng Chen
2013 A conf
An investigation of spectral restoration algorithms for deep neural networks based noise robust speech recognition.
INTERSPEECH
Bo Li, Yu Tsao, Khe Chai Sim
2013 A conf
Ensemble of machine learning and acoustic segment model techniques for speech emotion and autism spectrum disorders recognition.
INTERSPEECH
Hung-yi Lee, Ting-Yao Hu, How Jing, Yun-Fan Chang, Yu Tsao, Yu-Cheng Kao, Tsang-Long Pao
2013 — conf
Evaluation of generalized maximum a posteriori spectral amplitude (GMAPA) speech enhancement algorithm in hearing aids.
ISCE
Ying-Hui Lai, Yu-Cheng Su, Yu Tsao, Shuenn-Tsong Young
2013 Misc conf
Filtering on the temporal probability sequence in histogram equalization for robust speech recognition.
ICASSP
Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
2013 — conf
Incorporating global variance in the training phase of GMM-based voice conversion.
APSIPA
Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang, Yih-Ru Wang, Sin-Horng Chen
2013 A conf
Recurrent neural network based language model personalization by social network crowdsourcing.
INTERSPEECH
Tsung-Hsien Wen, Aaron Heidel, Hung-yi Lee, Yu Tsao, Lin-Shan Lee
2013 — conf
Robust Wi-Fi location fingerprinting against device diversity based on spatial mean normalization.
APSIPA
Chu-Hsuan Wang, Tai-Wei Kao, Shih-Hau Fang, Yu Tsao, Lun-Chia Kuo, Kao Shih-Wei, Nien-Chen Lin
2013 B conf
Semantic Naïve Bayes Classifier for Document Classification.
IJCNLP
How Jing, Yu Tsao, Kuan-Yu Chen, Hsin-Min Wang
2013 B conf
Sparse maximum entropy deep belief nets.
IJCNN
How Jing, Yu Tsao
2013 A conf
Speech enhancement based on deep denoising autoencoder.
INTERSPEECH
Xugang Lu, Yu Tsao, Shigeki Matsuda, Chiori Hori
2013 Misc conf
Speech enhancement using generalized maximum a posteriori spectral amplitude estimator.
ICASSP
Yu-Cheng Su, Yu Tsao, Jung-En Wu, Fu-Rong Jean
2013 — conf
結合I-Vector 及深層神經網路之語者驗證系統 (Text-independent Speaker Verification using a Hybrid I-Vector/DNN Approach) [In Chinese].
ROCLING
Yun-Fan Chang, Yu Tsao, Shao-hua Cheng, Kai-Hsuan Chan, Chia-Wei Liao, Wen-Tsung Chang
2012 A conf
A Study of Mutual Information for GMM-Based Spectral Conversion.
INTERSPEECH
Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang, Yih-Ru Wang, Sin-Horng Chen
2012 Misc conf
A linear projection approach to environment modeling for robust speech recognition.
ICASSP
Yu Tsao, Chien-Lin Huang, Shigeki Matsuda, Chiori Hori, Hideki Kashioka
2012 — conf
A study on cepstral sub-band normalization for robust ASR.
ISCSLP
Syu-Siang Wang, Jeih-weih Hung, Yu Tsao
2012 — conf
Acoustic space partition based on broad phonetic class for ensemble acoustic modeling.
ISCSLP
Xugang Lu, Yu Tsao, Shigeki Matsuda, Chiori Hori, Hideki Kashioka
2012 A conf
Discriminative Fuzzy Clustering Maximum a Posterior Linear Regression for Speaker Adaptation.
INTERSPEECH
Ting-Yao Hu, Yu Tsao, Lin-Shan Lee
2012 — conf
Exploring mutual information for GMM-based spectral conversion.
ISCSLP
Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang, Yih-Ru Wang, Sin-Horng Chen
2011 Misc conf
A sampling-based environment population projection approach for rapid acoustic model adaptation.
ICASSP
Yu Tsao, Shigeki Matsuda, Shinsuke Sakai, Ryosuke Isotani, Hisashi Kawai, Satoshi Nakamura
2011 A conf
Incorporating Regional Information to Enhance MAP-Based Stochastic Feature Compensation for Robust Speech Recognition.
INTERSPEECH
Yu Tsao, Paul R. Dixon, Chiori Hori, Hisashi Kawai
2011 Misc conf
Increasing discriminative capability on MAP-based mapping function estimation for acoustic model adaptation.
ICASSP
Yu Tsao, Ryosuke Isotani, Hisashi Kawai, Satoshi Nakamura
2010 A conf
A particle filter feature compensation approach to robust speech recognition.
INTERSPEECH
Aleem Mushtaq, Yu Tsao, Chin-Hui Lee
2010 Misc conf
An acoustic segment model approach to incorporating temporal information into speaker modeling for text-independent speaker recognition.
ICASSP
Yu Tsao, Hanwu Sun, Haizhou Li, Chin-Hui Lee
2010 — conf
An environment structuring framework to facilitating suitable prior density estimation for MAPLR on robust speech recognition.
ISCSLP
Yu Tsao, Ryosuke Isotani, Hisashi Kawai, Satoshi Nakamura
2010 A conf
Shrinkage model adaptation in automatic speech recognition.
INTERSPEECH
Jinyu Li, Yu Tsao, Chin-Hui Lee
2009 A conf
A study on soft margin estimation of linear regression parameters for speaker adaptation.
INTERSPEECH
Shigeki Matsuda, Yu Tsao, Jinyu Li, Satoshi Nakamura, Chin-Hui Lee
2009 J jnl
An Ensemble Speaker and Speaking Environment Modeling Approach to Robust Speech Recognition.
IEEE Trans. Speech Audio Process.
Yu Tsao, Chin-Hui Lee
2009 Misc conf
Ensemble speaker and speaking environment modeling approach with advanced online estimation process.
ICASSP
Yu Tsao, Jinyu Li, Chin-Hui Lee
2009 C conf
MAP estimation of online mapping parameters in ensemble speaker and speaking environment modeling.
ASRU
Yu Tsao, Shigeki Matsuda, Satoshi Nakamura, Chin-Hui Lee
2009 — conf
Soft margin estimation on improving environment structures for ensemble speaker and speaking environment modeling.
IUCS
Yu Tsao, Jinyu Li, Chin-Hui Lee, Satoshi Nakamura
2008 Misc conf
A programmable analog radial-basis-function based classifier.
ICASSP
Sheng-Yu Peng, Yu Tsao, Paul E. Hasler, David V. Anderson
2008 — —
An ensemble speaker and speaking environment modeling approach to robust speech recognition.
Yu Tsao
2008 A conf
Improving the ensemble speaker and speaking environment modeling approach by enhancing the precision of the online estimation process.
INTERSPEECH
Yu Tsao, Chin-Hui Lee
2007 A conf
An ensemble modeling approach to joint characterization of speaker and speaking environments.
INTERSPEECH
Yu Tsao, Chin-Hui Lee
2007 A conf
Detection-based ASR in the automatic speech attribute transcription project.
INTERSPEECH
Ilana Bromberg, Qian Qian, Jun Hou, Jinyu Li, Chengyuan Ma, Brett Matthews, Antonio Moreno-Daniel, Jeremy Morris, Sabato Marco Siniscalchi, Yu Tsao, Yu Wang
2007 C conf
Two extensions to ensemble speaker and speaking environment modeling for robust automatic speech recognition.
ASRU
Yu Tsao, Chin-Hui Lee
2006 A conf
A study on detection based automatic speech recognition.
INTERSPEECH
Chengyuan Ma, Yu Tsao, Chin-Hui Lee
2006 A conf
A vector space approach to environment modeling for robust speech recognition.
INTERSPEECH
Yu Tsao, Chin-Hui Lee
2005 — conf
A Study on Knowledge Source Integration for Candidate Rescoring in Automatic Speech Recognition.
ICASSP (1)
Jinyu Li, Yu Tsao, Chin-Hui Lee
2005 A conf
A study on separation between acoustic models and its applications.
INTERSPEECH
Yu Tsao, Jinyu Li, Chin-Hui Lee
2005 J jnl
Segmental eigenvoice with delicate eigenspace for improved speaker adaptation.
IEEE Trans. Speech Audio Process.
Yu Tsao, Shang-Ming Lee, Lin-Shan Lee
2001 A conf
Segmental eigenvoice for rapid speaker adaptation.
INTERSPEECH
Yu Tsao, Shang-Ming Lee, Fu-Chiang Chou, Lin-Shan Lee