Syu-Siang Wang

72 papers A 6B 1C 1Misc 6Journal 34Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
Domain adversarial training for robust pathological voice classification across microphones.
Eng. Appl. Artif. Intell.
Syu-Siang Wang, Chao-Hsiang Hung, Chun-Hsien Wang, Chi-Te Wang, Shih-Hau Fang
2025 J jnl
A Lightweight Learning Framework for Packet Loss Concealment and Speech Enhancement.
IEEE Trans. Cogn. Commun. Netw.
Syu-Siang Wang, Chen-Chih Tsai, Wei-Cheng Yu, Shih-Hau Fang
2025 J jnl
Analysis of model-based ensemble learning for accurate diabetic retinopathy grading.
Knowl. Based Syst.
Huang-Chia Shih, Yu-Chang Cheng, Chia-Shiang Chen, Tzu-Lun Huang, Syu-Siang Wang
2024 — conf
A Real-time Sound Source Separation System.
ATAIT
Cheng-Yuan Tsai, Ting-Yu Lai, Chao-Hsiang Hung, Hau-Shiang Jung, Syu-Siang Wang, Shih-Hau Fang
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
2023 J jnl
Detection of Audio Tampering Based on Electric Network Frequency Signal.
Sensors
Hsiang-Ping Hsu, Zhong-Ren Jiang, Lo-Ya Li, Tsai-Chuan Tsai, Chao-Hsiang Hung, Sheng-Chain Chang, Syu-Siang Wang, Shih-Hau Fang
2023 — conf
IANS: Intelligibility-Aware Null-Steering Beamforming for Dual-Microphone Arrays.
MLSP
Wen-Yuan Ting, Syu-Siang Wang, Yu Tsao, Borching Su
2023 B conf
Performance Comparison of Audio Tampering Detection Using Different Datasets.
MDM
Hsiang-Ping Hsu, Sheng-Chain Chang, Chao-Hsiang Hung, Syu-Siang Wang, Shih-Hau Fang
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
Continuous Speech for Improved Learning Pathological Voice Disorders.
CoRR
Syu-Siang Wang, Chi-Te Wang, Chih-Chung Lai, Yu Tsao, Shih-Hau Fang
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 — 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 J jnl
Using SincNet for Learning Pathological Voice Disorders.
Sensors
Chao-Hsiang Hung, Syu-Siang Wang, Chi-Te Wang, Shih-Hau Fang
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 — 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 — 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
Speech Enhancement Based on Cyclegan with Noise-informed Training.
CoRR
Wen-Yuan Ting, Syu-Siang Wang, Hsin-Li Chang, Borching Su, 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
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 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 — 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
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
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
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 J jnl
Adaptive Wiener Gain to Improve Sound Quality on Nonnegative Matrix Factorization-Based Noise Reduction System.
IEEE Access
Ying-Hui Lai, Syu-Siang Wang, Chien-Hsun Chen, Sin-Hua Jhang
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 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 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 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 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 — 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 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
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 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
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 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
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 — 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
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 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 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 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 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
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
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 — 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
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 J jnl
Maximum Entropy Learning with Deep Belief Networks.
Entropy
Payton Lin, Szu-Wei Fu, Syu-Siang Wang, Ying-Hui Lai, Yu Tsao
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 — 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
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 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
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 — conf
Temporal information in tone recognition.
ICCE-TW
Payton Lin, Syu-Siang Wang, 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
Automatic speech recognition with primarily temporal envelope information.
INTERSPEECH
Payton Lin, Fei Chen, Syu-Siang Wang, Ying-Hui Lai, Yu Tsao
2014 Misc conf
Speech enhancement using segmental nonnegative matrix factorization.
ICASSP
Hao-Teng Fan, Jeih-weih Hung, Xugang Lu, Syu-Siang Wang, Yu Tsao
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
2012 — conf
A study on cepstral sub-band normalization for robust ASR.
ISCSLP
Syu-Siang Wang, Jeih-weih Hung, Yu Tsao