A study on cepstral sub-band normalization for robust ASR. - Syu-Siang Wang; Jeih-Weih Hung; Yu Tsao 001 (ISCSLP, 2012)

Filtering on the temporal probability sequence in histogram equalization for robust speech recognition. - Syu-Siang Wang; Yu Tsao 001; Jeih-Weih Hung (ICASSP, 2013)

Speech enhancement using segmental nonnegative matrix factorization. - Hao-Teng Fan; Jeih-weih Hung; Xugang Lu; Syu-Siang Wang; Yu Tsao 001 (ICASSP, 2014)

Automatic speech recognition with primarily temporal envelope information. - Payton Lin; Fei Chen 011; Syu-Siang Wang; Ying-Hui Lai; Yu Tsao 001 (INTERSPEECH, 2014)

Acoustic feature conversion using a polynomial based feature transferring algorithm. - Syu-Siang Wang; Payton Lin; Dau-Cheng Lyu; Yu Tsao 001; Hsin-Te Hwang; Borching Su (ISCSLP, 2014)

Improving denoising auto-encoder based speech enhancement with the speech parameter generation algorithm. - Syu-Siang Wang; Hsin-Te Hwang; Ying-Hui Lai; Yu Tsao 001; Xugang Lu; Hsin-Min Wang; Borching Su (APSIPA, 2015)

A discriminative post-filter for speech enhancement in hearing aids. - Ying-Hui Lai; Syu-Siang Wang; Pei-Chun Li; Yu Tsao 001 (ICASSP, 2015)

Temporal information in tone recognition. - Payton Lin; Syu-Siang Wang; Yu Tsao 001 (ICCE-TW, 2015)

Audio-visual speech enhancement using deep neural networks. - Jen-Cheng Hou; Syu-Siang Wang; Ying-Hui Lai; Jen-Chun Lin; Yu Tsao 001; Hsiu-Wen Chang; Hsin-Min Wang (APSIPA, 2016)

Adaptive subspace-constrained diagonal loading. - Yueh-Ting Tsai; Borching Su; Yu Tsao 001; Syu-Siang Wang (APSIPA, 2016)

Temporal Modulation Spectral Restoration for Robust Speech Recognition. - Syu-Siang Wang; Yu Tsao 001 (BigMM, 2016)

Leveraging nonnegative matrix factorization in processing the temporal modulation spectrum for speech enhancement. - Syu-Siang Wang; Jeremy Chiaming Yang; Yu Tsao 001; Jeih-weih Hung (ICCE-TW, 2016)

Speech enhancement via ensemble modeling NMF adaptation. - Jeremy Chiaming Yang; Syu-Siang Wang; Yu Tsao 001; Jeih-Weih Hung (ICCE-TW, 2016)

Improving the performance of speech perception in noisy environment based on an FAME strategy. - Ying-Hui Lai; Syu-Siang Wang; Yu-Ting Su; Cheng Han-Che; Fan Kang Fu; Yu Tsao 001 (ISCSLP, 2016)

Robust Beamforming Against DoA Mismatch Using Subspace-Constrained Diagonal Loading. - Yueh-Ting Tsai; Borching Su; Yu Tsao 001; Syu-Siang Wang (CoRR, 2016)

Maximum Entropy Learning with Deep Belief Networks. - Payton Lin; Szu-Wei Fu; Syu-Siang Wang; Ying-Hui Lai; Yu Tsao 001 (Entropy, 2016)

Wavelet Speech Enhancement Based on Nonnegative Matrix Factorization. - Syu-Siang Wang; Alan Chern; Yu Tsao 001; Jeih-weih Hung; Xugang Lu; Ying-Hui Lai; Borching Su (IEEE Signal Process. Lett., 2016)

A deep learning based noise reduction approach to improve speech intelligibility for cochlear implant recipients in the presence of competing speech noise. - Syu-Siang Wang; Yu Tsao 001; Hsiao-Lan Sharon Wang; Ying-Hui Lai; Lieber Po-Hung Li (APSIPA, 2017)

A locally linear embbeding based postfiltering approach for speech enhancement. - Yi-Chiao Wu; Hsin-Te Hwang; Syu-Siang Wang; Chin-Cheng Hsu; Ying-Hui Lai; Yu Tsao 001; Hsin-Min Wang (ICASSP, 2017)

Wavelet Speech Enhancement Based on Robust Principal Component Analysis. - Chia-Lung Wu; Hsiang-Ping Hsu; Syu-Siang Wang; Jeih-Weih Hung; Ying-Hui Lai; Hsin-Min Wang; Yu Tsao 001 (INTERSPEECH, 2017)

A Post-Filtering Approach Based on Locally Linear Embedding Difference Compensation for Speech Enhancement. - Yi-Chiao Wu; Hsin-Te Hwang; Syu-Siang Wang; Chin-Cheng Hsu; Yu Tsao 001; Hsin-Min Wang (INTERSPEECH, 2017)

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]. - Shih-Kuang Lee; Syu-Siang Wang; Yu Tsao 001; Jeih-weih Hung (ROCLING, 2017)

Experimental Study on Extreme Learning Machine Applications for Speech Enhancement. - Tassadaq Hussain; Sabato Marco Siniscalchi; Chi-Chun Lee; Syu-Siang Wang; Yu Tsao 001; Wen-Hung Liao (IEEE Access, 2017)

Audio-Visual Speech Enhancement based on Multimodal Deep Convolutional Neural Network. - Jen-Cheng Hou; Syu-Siang Wang; Ying-Hui Lai; Jen-Chun Lin; Yu Tsao 001; Hsiu-Wen Chang; Hsin-Min Wang (CoRR, 2017)

Multi-style learning with denoising autoencoders for acoustic modeling in the internet of things (IoT). - Payton Lin; Dau-Cheng Lyu; Fei Chen 011; Syu-Siang Wang; Yu Tsao 001 (Comput. Speech Lang., 2017)

S1 and S2 Heart Sound Recognition Using Deep Neural Networks. - 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 001; Chau-Chung Wu (IEEE Trans. Biomed. Eng., 2017)

A Deep Denoising Autoencoder Approach to Improving the Intelligibility of Vocoded Speech in Cochlear Implant Simulation. - Ying-Hui Lai; Fei Chen 011; Syu-Siang Wang; Xugang Lu; Yu Tsao 001; Chin-Hui Lee 001 (IEEE Trans. Biomed. Eng., 2017)

Speech Dereverberation Based on Integrated Deep and Ensemble Learning Algorithm. - Wei-Jen Lee; Syu-Siang Wang; Fei Chen 011; Xugang Lu; Shao-Yi Chien; Yu Tsao 001 (ICASSP, 2018)

Speech Enhancement Based on Reducing the Detail Portion of Speech Spectrograms in Modulation Domain via DiscreteWavelet Transform. - Shih-Kuang Lee; Syu-Siang Wang; Yu Tsao 001; Jeih-weih Hung (ISCSLP, 2018)

Speech Dereverberation Based on Integrated Deep and Ensemble Learning. - Wei-Jen Lee; Syu-Siang Wang; Fei Chen 011; Xugang Lu; Shao-Yi Chien; Yu Tsao 001 (CoRR, 2018)

Speech Enhancement Based on Reducing the Detail Portion of Speech Spectrograms in Modulation Domain via Discrete Wavelet Transform. - Shih-Kuang Lee; Syu-Siang Wang; Yu Tsao 001; Jeih-weih Hung (CoRR, 2018)

Locally Linear Embedding Based Post-Filtering for Speech Enhancement. - Hsin-Te Hwang; Yi-Chiao Wu; Syu-Siang Wang; Chin-Cheng Hsu; Yu Tsao 001; Hsin-Min Wang; Yih-Ru Wang; Sin-Horng Chen (J. Inf. Sci. Eng., 2018)

Suppression by Selecting Wavelets for Feature Compression in Distributed Speech Recognition. - Syu-Siang Wang; Payton Lin; Yu Tsao 001; Jeih-Weih Hung; Borching Su (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks. - Jen-Cheng Hou; Syu-Siang Wang; Ying-Hui Lai; Yu Tsao 001; Hsiu-Wen Chang; Hsin-Min Wang (IEEE Trans. Emerg. Top. Comput. Intell., 2018)

A Pruned-CELP Speech Codec Using Denoising Autoencoder with Spectral Compensation for Quality and Intelligibility Enhancement. - Yu-Ting Lo; Syu-Siang Wang; Yu Tsao 001; Sheng-Yu Peng (AICAS, 2019)

Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition. - Yih-Liang Shen; Chao-Yuan Huang; Syu-Siang Wang; Yu Tsao 001; Hsin-Min Wang; Tai-Shih Chi (ICASSP, 2019)

Speaker-Aware Deep Denoising Autoencoder with Embedded Speaker Identity for Speech Enhancement. - Fu-Kai Chuang; Syu-Siang Wang; Jeih-weih Hung; Yu Tsao 001; Shih-Hau Fang (INTERSPEECH, 2019)

Exploring the Encoder Layers of Discriminative Autoencoders for LVCSR. - Pin-Tuan Huang; Hung-Shin Lee; Syu-Siang Wang; Kuan-Yu Chen 002; Yu Tsao 001; Hsin-Min Wang (INTERSPEECH, 2019)

Speech enhancement based on the integration of fully convolutional network, temporal lowpass filtering and spectrogram masking. - Kuan-Yi Liu; Syu-Siang Wang; Yu Tsao 001; Jeih-Weih Hung (ROCLING, 2019)

Adaptive Wiener Gain to Improve Sound Quality on Nonnegative Matrix Factorization-Based Noise Reduction System. - Ying-Hui Lai; Syu-Siang Wang; Chien-Hsun Chen; Sin-Hua Jhang (IEEE Access, 2019)

Distributed Microphone Speech Enhancement based on Deep Learning. - Syu-Siang Wang; Yu-You Liang; Jeih-weih Hung; Yu Tsao 001; Hsin-Min Wang; Shih-Hau Fang (CoRR, 2019)

Time-Domain Multi-modal Bone/air Conducted Speech Enhancement. - Cheng Yu; Yan-Ting Lin; Kuo-Hsuan Hung; Syu-Siang Wang; Szu-Wei Fu; Yu Tsao 001; Jeih-weih Hung (CoRR, 2019)

MoEVC: A Mixture-of-experts Voice Conversion System with Sparse Gating Mechanism for Accelerating Online Computation. - Yu-Tao Chang; Yuan-Hong Yang; Yu-Huai Peng; Syu-Siang Wang; Tai-Shih Chi; Yu Tsao 001; Hsin-Min Wang (CoRR, 2019)

Boosting Objective Scores of a Speech Enhancement Model by MetricGAN Post-processing. - 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 003; et al. (APSIPA, 2020)

Exponentiated magnitude spectrogram-based relative-to-maximum masking for speech enhancement in adverse environments. - Chen-Li Lin; Zi-Qiang Lin; Syu-Siang Wang; Yu Tsao 001; Jeih-Weih Hung (ICCE-TW, 2020)

Enhancing Intelligibility of Dysarthric Speech Using Gated Convolutional-Based Voice Conversion System. - Chen-Yu Chen; Wei-Zhong Zheng; Syu-Siang Wang; Yu Tsao 001; Pei-Chun Li; Ying-Hui Lai (INTERSPEECH, 2020)

Boosting Objective Scores of Speech Enhancement Model through MetricGAN Post-Processing. - 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 001 (CoRR, 2020)

CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application. - 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 001 (CoRR, 2020)

Time-Domain Multi-Modal Bone/Air Conducted Speech Enhancement. - Cheng Yu; Kuo-Hsuan Hung; Syu-Siang Wang; Yu Tsao 001; Jeih-weih Hung (IEEE Signal Process. Lett., 2020)

Speech Enhancement Based on Denoising Autoencoder With Multi-Branched Encoders. - Cheng Yu; Ryandhimas E. Zezario; Syu-Siang Wang; Jonathan Sherman; Yi-Yen Hsieh; Xugang Lu; Hsin-Min Wang; Yu Tsao 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

MIMO Speech Compression and Enhancement Based on Convolutional Denoising Autoencoder. - You-Jin Li; Syu-Siang Wang; Yu Tsao 001; Borching Su (APSIPA ASC, 2021)

Attention-Based Multi-Task Learning for Speech-Enhancement and Speaker-Identification in Multi-Speaker Dialogue Scenario. - Chiang-Jen Peng; Yun-Ju Chan; Cheng Yu; Syu-Siang Wang; Yu Tsao 001; Tai-Shih Chi (ISCAS, 2021)

MoEVC: A Mixture of Experts Voice Conversion System With Sparse Gating Mechanism for Online Computation Acceleration. - Yu-Tao Chang; Yuan-Hong Yang; Yu-Huai Peng; Syu-Siang Wang; Tai-Shih Chi; Yu Tsao 001; Hsin-Min Wang (ISCSLP, 2021)

Investigation of a Single-Channel Frequency-Domain Speech Enhancement Network to Improve End-to-End Bengali Automatic Speech Recognition Under Unseen Noisy Conditions. - 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 001; Hsin-Min Wang (O-COCOSDA, 2021)

Speech Enhancement-assisted Stargan Voice Conversion in Noisy Environments. - Yun-Ju Chan; Chiang-Jen Peng; Syu-Siang Wang; Hsin-Min Wang; Yu Tsao 001; Tai-Shih Chi (CoRR, 2021)

Dysarthric Speech Enhancement Based on Convolution Neural Network. - Syu-Siang Wang; Yu Tsao 001; Wei-Zhong Zheng; Hsiu-Wei Yeh; Pei-Chun Li; Shih-Hau Fang; Ying-Hui Lai (EMBC, 2022)

Speech Enhancement Based on CycleGAN with Noise-informed Training. - Wen-Yuan Ting; Syu-Siang Wang; Hsin-Li Chang; Borching Su; Yu Tsao 001 (ISCSLP, 2022)

CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application. - 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 001 (IEEE Access, 2022)

Continuous Speech for Improved Learning Pathological Voice Disorders. - Syu-Siang Wang; Chi-Te Wang; Chih-Chung Lai; Yu Tsao 001; Shih-Hau Fang (CoRR, 2022)

Using SincNet for Learning Pathological Voice Disorders. - Chao-Hsiang Hung; Syu-Siang Wang; Chi-Te Wang; Shih-Hau Fang (Sensors, 2022)

Performance Comparison of Audio Tampering Detection Using Different Datasets. - Hsiang-Ping Hsu; Sheng-Chain Chang; Chao-Hsiang Hung; Syu-Siang Wang; Shih-Hau Fang (MDM, 2023)

IANS: Intelligibility-Aware Null-Steering Beamforming for Dual-Microphone Arrays. - Wen-Yuan Ting; Syu-Siang Wang; Yu Tsao 001; Borching Su (MLSP, 2023)

Detection of Audio Tampering Based on Electric Network Frequency Signal. - Hsiang-Ping Hsu; Zhong-Ren Jiang; Lo-Ya Li; Tsai-Chuan Tsai; Chao-Hsiang Hung; Sheng-Chain Chang; Syu-Siang Wang; Shih-Hau Fang (Sensors, 2023)

A Real-time Sound Source Separation System. - Cheng-Yuan Tsai; Ting-Yu Lai; Chao-Hsiang Hung; Hau-Shiang Jung; Syu-Siang Wang; Shih-Hau Fang (ATAIT, 2024)

Unsupervised Face-Masked Speech Enhancement Using Generative Adversarial Networks With Human-in-the-Loop Assessment Metrics. - Syu-Siang Wang; Jia-Yang Chen; Bo-Ren Bai; Shih-Hau Fang; Yu Tsao 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

A Lightweight Learning Framework for Packet Loss Concealment and Speech Enhancement. - Syu-Siang Wang; Chen-Chih Tsai; Wei-Cheng Yu; Shih-Hau Fang (IEEE Trans. Cogn. Commun. Netw., 2025)