Syu-Siang Wang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 60

Top Topics

Speech Enhancement

Top Venues

Publications

Syu-Siang Wang, Jia-Yang Chen, Bo-Ren Bai, Shih-Hau Fang, Yu Tsao
Unsupervised Face-Masked Speech Enhancement Using Generative Adversarial Networks With Human-in-the-Loop Assessment Metrics. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Hsiang-Ping Hsu, Sheng-Chain Chang, Chao-Hsiang Hung, Syu-Siang Wang, Shih-Hau Fang
Performance Comparison of Audio Tampering Detection Using Different Datasets. MDM (2023)
Hsiang-Ping Hsu, Zhong-Ren Jiang, Lo-Ya Li, Tsai-Chuan Tsai, Chao-Hsiang Hung, Sheng-Chain Chang, Syu-Siang Wang, Shih-Hau Fang
Detection of Audio Tampering Based on Electric Network Frequency Signal. Sensors 23 (16) (2023)
Wen-Yuan Ting, Syu-Siang Wang, Yu Tsao, Borching Su
IANS: Intelligibility-Aware Null-Steering Beamforming for Dual-Microphone Arrays. MLSP (2023)
Syu-Siang Wang, Chi-Te Wang, Chih-Chung Lai, Yu Tsao, Shih-Hau Fang
Continuous Speech for Improved Learning Pathological Voice Disorders. CoRR (2022)
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
CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application. IEEE Access 10 (2022)
Syu-Siang Wang, Yu Tsao, Wei-Zhong Zheng, Hsiu-Wei Yeh, Pei-Chun Li, Shih-Hau Fang, Ying-Hui Lai
Dysarthric Speech Enhancement Based on Convolution Neural Network. EMBC (2022)
Wen-Yuan Ting, Syu-Siang Wang, Hsin-Li Chang, Borching Su, Yu Tsao
Speech Enhancement Based on CycleGAN with Noise-informed Training. ISCSLP (2022)
Chao-Hsiang Hung, Syu-Siang Wang, Chi-Te Wang, Shih-Hau Fang
Using SincNet for Learning Pathological Voice Disorders. Sensors 22 (17) (2022)
You-Jin Li, Syu-Siang Wang, Yu Tsao, Borching Su
MIMO Speech Compression and Enhancement Based on Convolutional Denoising Autoencoder. APSIPA ASC (2021)
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
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 (2021)
Yu-Tao Chang, Yuan-Hong Yang, Yu-Huai Peng, Syu-Siang Wang, Tai-Shih Chi, Yu Tsao, Hsin-Min Wang
MoEVC: A Mixture of Experts Voice Conversion System With Sparse Gating Mechanism for Online Computation Acceleration. ISCSLP (2021)
Chiang-Jen Peng, Yun-Ju Chan, Cheng Yu, Syu-Siang Wang, Yu Tsao, Tai-Shih Chi
Attention-based multi-task learning for speech-enhancement and speaker-identification in multi-speaker dialogue scenario. CoRR (2021)
Chiang-Jen Peng, Yun-Ju Chan, Cheng Yu, Syu-Siang Wang, Yu Tsao, Tai-Shih Chi
Attention-Based Multi-Task Learning for Speech-Enhancement and Speaker-Identification in Multi-Speaker Dialogue Scenario. ISCAS (2021)
Wen-Yuan Ting, Syu-Siang Wang, Hsin-Li Chang, Borching Su, Yu Tsao
Speech Enhancement Based on Cyclegan with Noise-informed Training. CoRR (2021)
Yun-Ju Chan, Chiang-Jen Peng, Syu-Siang Wang, Hsin-Min Wang, Yu Tsao, Tai-Shih Chi
Speech Enhancement-assisted Stargan Voice Conversion in Noisy Environments. CoRR (2021)
Chen-Li Lin, Zi-Qiang Lin, Syu-Siang Wang, Yu Tsao, Jeih-Weih Hung
Exponentiated magnitude spectrogram-based relative-to-maximum masking for speech enhancement in adverse environments. ICCE-TW (2020)
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
Boosting Objective Scores of a Speech Enhancement Model by MetricGAN Post-processing. APSIPA (2020)
Cheng Yu, Kuo-Hsuan Hung, Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
Time-Domain Multi-Modal Bone/Air Conducted Speech Enhancement. IEEE Signal Process. Lett. 27 (2020)
Cheng Yu, Ryandhimas E. Zezario, Syu-Siang Wang, Jonathan Sherman, Yi-Yen Hsieh, Xugang Lu, Hsin-Min Wang, Yu Tsao
Speech Enhancement Based on Denoising Autoencoder With Multi-Branched Encoders. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
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
Boosting Objective Scores of Speech Enhancement Model through MetricGAN Post-Processing. CoRR (2020)
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
CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application. CoRR (2020)
Chen-Yu Chen, Wei-Zhong Zheng, Syu-Siang Wang, Yu Tsao, Pei-Chun Li, Ying-Hui Lai
Enhancing Intelligibility of Dysarthric Speech Using Gated Convolutional-Based Voice Conversion System. INTERSPEECH (2020)
Kuan-Yi Liu, Syu-Siang Wang, Yu Tsao, Jeih-Weih Hung
Speech enhancement based on the integration of fully convolutional network, temporal lowpass filtering and spectrogram masking. ROCLING (2019)
Ying-Hui Lai, Syu-Siang Wang, Chien-Hsun Chen, Sin-Hua Jhang
Adaptive Wiener Gain to Improve Sound Quality on Nonnegative Matrix Factorization-Based Noise Reduction System. IEEE Access 7 (2019)
Cheng Yu, Yan-Ting Lin, Kuo-Hsuan Hung, Syu-Siang Wang, Szu-Wei Fu, Yu Tsao, Jeih-weih Hung
Time-Domain Multi-modal Bone/air Conducted Speech Enhancement. CoRR (2019)
Yu-Ting Lo, Syu-Siang Wang, Yu Tsao, Sheng-Yu Peng
A Pruned-CELP Speech Codec Using Denoising Autoencoder with Spectral Compensation for Quality and Intelligibility Enhancement. AICAS (2019)
Yih-Liang Shen, Chao-Yuan Huang, Syu-Siang Wang, Yu Tsao, Hsin-Min Wang, Tai-Shih Chi
Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition. ICASSP (2019)
Syu-Siang Wang, Yu-You Liang, Jeih-weih Hung, Yu Tsao, Hsin-Min Wang, Shih-Hau Fang
Distributed Microphone Speech Enhancement based on Deep Learning. CoRR (2019)
Yu-Tao Chang, Yuan-Hong Yang, Yu-Huai Peng, Syu-Siang Wang, Tai-Shih Chi, Yu Tsao, Hsin-Min Wang
MoEVC: A Mixture-of-experts Voice Conversion System with Sparse Gating Mechanism for Accelerating Online Computation. CoRR (2019)
Fu-Kai Chuang, Syu-Siang Wang, Jeih-weih Hung, Yu Tsao, Shih-Hau Fang
Speaker-Aware Deep Denoising Autoencoder with Embedded Speaker Identity for Speech Enhancement. INTERSPEECH (2019)
Pin-Tuan Huang, Hung-Shin Lee, Syu-Siang Wang, Kuan-Yu Chen, Yu Tsao, Hsin-Min Wang
Exploring the Encoder Layers of Discriminative Autoencoders for LVCSR. INTERSPEECH (2019)
Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang
Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 2 (2) (2018)
Shih-Kuang Lee, Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
Speech Enhancement Based on Reducing the Detail Portion of Speech Spectrograms in Modulation Domain via Discrete Wavelet Transform. CoRR (2018)
Wei-Jen Lee, Syu-Siang Wang, Fei Chen, Xugang Lu, Shao-Yi Chien, Yu Tsao
Speech Dereverberation Based on Integrated Deep and Ensemble Learning Algorithm. ICASSP (2018)
Hsin-Te Hwang, Yi-Chiao Wu, Syu-Siang Wang, Chin-Cheng Hsu, Yu Tsao, Hsin-Min Wang, Yih-Ru Wang, Sin-Horng Chen
Locally Linear Embedding Based Post-Filtering for Speech Enhancement. J. Inf. Sci. Eng. 34 (6) (2018)
Shih-Kuang Lee, Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
Speech Enhancement Based on Reducing the Detail Portion of Speech Spectrograms in Modulation Domain via DiscreteWavelet Transform. ISCSLP (2018)
Syu-Siang Wang, Payton Lin, Yu Tsao, Jeih-Weih Hung, Borching Su
Suppression by Selecting Wavelets for Feature Compression in Distributed Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 26 (3) (2018)
Yih-Liang Shen, Chao-Yuan Huang, Syu-Siang Wang, Yu Tsao, Hsin-Min Wang, Tai-Shih Chi
Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition. CoRR (2018)
Wei-Jen Lee, Syu-Siang Wang, Fei Chen, Xugang Lu, Shao-Yi Chien, Yu Tsao
Speech Dereverberation Based on Integrated Deep and Ensemble Learning. CoRR (2018)
Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Jen-Chun Lin, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang
Audio-Visual Speech Enhancement based on Multimodal Deep Convolutional Neural Network. CoRR (2017)
Yi-Chiao Wu, Hsin-Te Hwang, Syu-Siang Wang, Chin-Cheng Hsu, Ying-Hui Lai, Yu Tsao, Hsin-Min Wang
A locally linear embbeding based postfiltering approach for speech enhancement. ICASSP (2017)
Syu-Siang Wang, Yu Tsao, Hsiao-Lan Sharon Wang, Ying-Hui Lai, Lieber Po-Hung Li
A deep learning based noise reduction approach to improve speech intelligibility for cochlear implant recipients in the presence of competing speech noise. APSIPA (2017)
Payton Lin, Dau-Cheng Lyu, Fei Chen, Syu-Siang Wang, Yu Tsao
Multi-style learning with denoising autoencoders for acoustic modeling in the internet of things (IoT). Comput. Speech Lang. 46 (2017)
Shih-Kuang Lee, Syu-Siang Wang, Yu Tsao, Jeih-weih Hung
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 (2017)
Tassadaq Hussain, Sabato Marco Siniscalchi, Chi-Chun Lee, Syu-Siang Wang, Yu Tsao, Wen-Hung Liao
Experimental Study on Extreme Learning Machine Applications for Speech Enhancement. IEEE Access 5 (2017)
Chia-Lung Wu, Hsiang-Ping Hsu, Syu-Siang Wang, Jeih-Weih Hung, Ying-Hui Lai, Hsin-Min Wang, Yu Tsao
Wavelet Speech Enhancement Based on Robust Principal Component Analysis. INTERSPEECH (2017)
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
S1 and S2 Heart Sound Recognition Using Deep Neural Networks. IEEE Trans. Biomed. Eng. 64 (2) (2017)
Yi-Chiao Wu, Hsin-Te Hwang, Syu-Siang Wang, Chin-Cheng Hsu, Yu Tsao, Hsin-Min Wang
A Post-Filtering Approach Based on Locally Linear Embedding Difference Compensation for Speech Enhancement. INTERSPEECH (2017)
Ying-Hui Lai, Fei Chen, Syu-Siang Wang, Xugang Lu, Yu Tsao, Chin-Hui Lee
A Deep Denoising Autoencoder Approach to Improving the Intelligibility of Vocoded Speech in Cochlear Implant Simulation. IEEE Trans. Biomed. Eng. 64 (7) (2017)
Syu-Siang Wang, Alan Chern, Yu Tsao, Jeih-weih Hung, Xugang Lu, Ying-Hui Lai, Borching Su
Wavelet Speech Enhancement Based on Nonnegative Matrix Factorization. IEEE Signal Process. Lett. 23 (8) (2016)
Jeremy Chiaming Yang, Syu-Siang Wang, Yu Tsao, Jeih-Weih Hung
Speech enhancement via ensemble modeling NMF adaptation. ICCE-TW (2016)
Syu-Siang Wang, Jeremy Chiaming Yang, Yu Tsao, Jeih-weih Hung
Leveraging nonnegative matrix factorization in processing the temporal modulation spectrum for speech enhancement. ICCE-TW (2016)
Payton Lin, Szu-Wei Fu, Syu-Siang Wang, Ying-Hui Lai, Yu Tsao
Maximum Entropy Learning with Deep Belief Networks. Entropy 18 (7) (2016)
Yueh-Ting Tsai, Borching Su, Yu Tsao, Syu-Siang Wang
Robust Beamforming Against DoA Mismatch Using Subspace-Constrained Diagonal Loading. CoRR (2016)
Ying-Hui Lai, Syu-Siang Wang, Yu-Ting Su, Cheng Han-Che, Fan Kang Fu, Yu Tsao
Improving the performance of speech perception in noisy environment based on an FAME strategy. ISCSLP (2016)
Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Jen-Chun Lin, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang
Audio-visual speech enhancement using deep neural networks. APSIPA (2016)
Syu-Siang Wang, Alan Chern, Yu Tsao, Jeih-Weih Hung, Xugang Lu, Ying-Hui Lai, Borching Su
Wavelet speech enhancement based on nonnegative matrix factorization. CoRR (2016)
Syu-Siang Wang, Yu Tsao
Temporal Modulation Spectral Restoration for Robust Speech Recognition. BigMM (2016)
Yueh-Ting Tsai, Borching Su, Yu Tsao, Syu-Siang Wang
Adaptive subspace-constrained diagonal loading. APSIPA (2016)
Payton Lin, Syu-Siang Wang, Yu Tsao
Temporal information in tone recognition. ICCE-TW (2015)
Ying-Hui Lai, Syu-Siang Wang, Pei-Chun Li, Yu Tsao
A discriminative post-filter for speech enhancement in hearing aids. ICASSP (2015)
Syu-Siang Wang, Hsin-Te Hwang, Ying-Hui Lai, Yu Tsao, Xugang Lu, Hsin-Min Wang, Borching Su
Improving denoising auto-encoder based speech enhancement with the speech parameter generation algorithm. APSIPA (2015)
Syu-Siang Wang, Payton Lin, Dau-Cheng Lyu, Yu Tsao, Hsin-Te Hwang, Borching Su
Acoustic feature conversion using a polynomial based feature transferring algorithm. ISCSLP (2014)
Payton Lin, Fei Chen, Syu-Siang Wang, Ying-Hui Lai, Yu Tsao
Automatic speech recognition with primarily temporal envelope information. INTERSPEECH (2014)
Hao-Teng Fan, Jeih-weih Hung, Xugang Lu, Syu-Siang Wang, Yu Tsao
Speech enhancement using segmental nonnegative matrix factorization. ICASSP (2014)
Syu-Siang Wang, Yu Tsao, Jeih-Weih Hung
Filtering on the temporal probability sequence in histogram equalization for robust speech recognition. ICASSP (2013)
Syu-Siang Wang, Jeih-Weih Hung, Yu Tsao
A study on cepstral sub-band normalization for robust ASR. ISCSLP (2012)