End-point preserved stroke extraction. - Jian-Jiun Ding; Pin-Xuan Lee; Szu-Wei Fu; Hao-Hsuan Chang; Chen-Wei Huang (ICAILP, 2014)

A novel compression algorithm for IMFs of Hilbert-Huang transform. - Ying-Jou Chen; Jian-Jiun Ding; Szu-Wei Fu (DSP, 2014)

Image deblurring using a pyramid-based Richardson-Lucy algorithm. - Jian-Jiun Ding; Wei-De Chang; Yu Chen; Szu-Wei Fu; Chir-Weei Chang; Chuan-Chung Chang (DSP, 2014)

Compression for the feature points with binary descriptors. - Jian-Jiun Ding; Szu-Wei Fu; Ching-Wen Hsiao; Pin-Xuan Lee; Yen-Chun Chen 001 (DSP, 2014)

Horizontal adaptive disparity estimation scheme for stereoscopic images. - Szu-Wei Fu; Jian-Jiun Ding; Ching-Wen Hsiao; Po-Jen Chen (APSIPA, 2015)

SNR-Aware Convolutional Neural Network Modeling for Speech Enhancement. - Szu-Wei Fu; Yu Tsao 001; Xugang Lu (INTERSPEECH, 2016)

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

Collagen image compression using the JPEG-based predictive lossless coding scheme. - Szu-Wei Fu; Jian-Jiun Ding; Ying-Wun Huang; Ching-Wen Hsiao; Hsin-Hui Chen (APSIPA, 2017)

Raw waveform-based speech enhancement by fully convolutional networks. - Szu-Wei Fu; Yu Tsao 001; Xugang Lu; Hisashi Kawai (APSIPA, 2017)

Complex spectrogram enhancement by convolutional neural network with multi-metrics learning. - Szu-Wei Fu; Ting-Yao Hu; Yu Tsao 001; Xugang Lu (MLSP, 2017)

Multi-Metrics Learning for Speech Enhancement. - Szu-Wei Fu; Ting-Yao Hu; Yu Tsao 001; Xugang Lu (CoRR, 2017)

End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks. - Szu-Wei Fu; Yu Tsao 001; Xugang Lu; Hisashi Kawai (CoRR, 2017)

Joint Dictionary Learning-Based Non-Negative Matrix Factorization for Voice Conversion to Improve Speech Intelligibility After Oral Surgery. - Szu-Wei Fu; Pei-Chun Li; Ying-Hui Lai; Cheng-Chien Yang; Li-Chun Hsieh; Yu Tsao 001 (IEEE Trans. Biomed. Eng., 2017)

Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model Based on BLSTM. - Szu-Wei Fu; Yu Tsao 001; Hsin-Te Hwang; Hsin-Min Wang (INTERSPEECH, 2018)

A Study on Speech Enhancement Using Exponent-Only Floating Point Quantized Neural Network (EOFP-QNN). - Yi-Te Hsu; Yu-Chen Lin 003; Szu-Wei Fu; Yu Tsao 001; Tei-Wei Kuo (SLT, 2018)

End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks. - Szu-Wei Fu; Taowei Wang; Yu Tsao 001; Xugang Lu; Hisashi Kawai (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement. - Szu-Wei Fu; Chien-Feng Liao; Yu Tsao 001; Shou-De Lin (ICML, 2019)

IA-NET: Acceleration and Compression of Speech Enhancement Using Integer-Adder Deep Neural Network. - Yu-Chen Lin 003; Yi-Te Hsu; Szu-Wei Fu; Yu Tsao 001; Tei-Wei Kuo (INTERSPEECH, 2019)

MOSNet: Deep Learning-Based Objective Assessment for Voice Conversion. - Chen-Chou Lo; Szu-Wei Fu; Wen-Chin Huang; Xin Wang 037; Junichi Yamagishi; Yu Tsao 001; Hsin-Min Wang (INTERSPEECH, 2019)

Specialized Speech Enhancement Model Selection Based on Learned Non-Intrusive Quality Assessment Metric. - Ryandhimas E. Zezario; Szu-Wei Fu; Xugang Lu; Hsin-Min Wang; Yu Tsao 001 (INTERSPEECH, 2019)

Noise Reduction in ECG Signals Using Fully Convolutional Denoising Autoencoders. - Hsin-Tien Chiang; Yi-Yen Hsieh; Szu-Wei Fu; Kuo-Hsuan Hung; Yu Tsao 001; Shao-Yi Chien (IEEE Access, 2019)

Multichannel Speech Enhancement by Raw Waveform-mapping using Fully Convolutional Networks. - Chang-Le Liu; Szu-Wei Fu; You-Jin Lee; Yu Tsao 001; Jen-Wei Huang; Hsin-Min Wang (CoRR, 2019)

Improving the Intelligibility of Electric and Acoustic Stimulation Speech Using Fully Convolutional Networks Based Speech Enhancement. - Natalie Yu-Hsien Wang; Hsiao-Lan Sharon Wang; Taowei Wang; Szu-Wei Fu; Xugang Lu; Yu Tsao 001; Hsin-Min Wang (CoRR, 2019)

Seeing Voices in Noise: A Study of Audiovisual-Enhanced Vocoded Speech Intelligibility in Cochlear Implant Simulation. - Rung-Yu Tseng; Taowei Wang; Szu-Wei Fu; Yu Tsao 001; Chia-Ying Lee (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)

Increasing Compactness of Deep Learning Based Speech Enhancement Models With Parameter Pruning and Quantization Techniques. - Jyun-Yi Wu; Cheng Yu; Szu-Wei Fu; Chih-Ting Liu; Shao-Yi Chien; Yu Tsao 001 (IEEE Signal Process. Lett., 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)

STOI-Net: A Deep Learning based Non-Intrusive Speech Intelligibility Assessment Model. - Ryandhimas E. Zezario; Szu-Wei Fu; Chiou-Shann Fuh; Yu Tsao 001; Hsin-Min Wang (APSIPA, 2020)

iMetricGAN: Intelligibility Enhancement for Speech-in-Noise Using Generative Adversarial Network-Based Metric Learning. - Haoyu Li; Szu-Wei Fu; Yu Tsao 001; Junichi Yamagishi (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)

Improving Perceptual Quality by Phone-Fortified Perceptual Loss for Speech Enhancement. - Tsun-An Hsieh; Cheng Yu; Szu-Wei Fu; Xugang Lu; Yu Tsao 001 (CoRR, 2020)

Learning With Learned Loss Function: Speech Enhancement With Quality-Net to Improve Perceptual Evaluation of Speech Quality. - Szu-Wei Fu; Chien-Feng Liao; Yu Tsao 001 (IEEE Signal Process. Lett., 2020)

MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement. - Szu-Wei Fu; Cheng Yu; Tsun-An Hsieh; Peter Plantinga; Mirco Ravanelli; Xugang Lu; Yu Tsao 001 (Interspeech, 2021)

Improving Perceptual Quality by Phone-Fortified Perceptual Loss Using Wasserstein Distance for Speech Enhancement. - Tsun-An Hsieh; Cheng Yu; Szu-Wei Fu; Xugang Lu; Yu Tsao 001 (Interspeech, 2021)

SpeechBrain: A General-Purpose Speech Toolkit. - Mirco Ravanelli; Titouan Parcollet; Peter Plantinga; Aku Rouhe; Samuele Cornell; Loren Lugosch; Cem Subakan; Nauman Dawalatabad; Abdelwahab Heba; Jianyuan Zhong; Ju-Chieh Chou; Sung-Lin Yeh; et al. (CoRR, 2021)

A Study of Joint Effect on Denoising Techniques and Visual Cues to Improve Speech Intelligibility in Cochlear Implant Simulation. - Rung-Yu Tseng; Taowei Wang; Szu-Wei Fu; Chia-Ying Lee; Yu Tsao 001 (IEEE Trans. Cogn. Dev. Syst., 2021)

MetricGAN-U: Unsupervised Speech Enhancement/ Dereverberation Based Only on Noisy/ Reverberated Speech. - Szu-Wei Fu; Cheng Yu; Kuo-Hsuan Hung; Mirco Ravanelli; Yu Tsao 001 (ICASSP, 2022)

Perceptual Contrast Stretching on Target Feature for Speech Enhancement. - Rong Chao; Cheng Yu; Szu-Wei Fu; Xugang Lu; Yu Tsao 001 (INTERSPEECH, 2022)

Boosting Self-Supervised Embeddings for Speech Enhancement. - Kuo-Hsuan Hung; Szu-Wei Fu; Huan-Hsin Tseng; Hsin-Tien Chiang; Yu Tsao 001; Chii-Wann Lin (INTERSPEECH, 2022)

OSSEM: one-shot speaker adaptive speech enhancement using meta learning. - Cheng Yu; Szu-Wei Fu; Tsun-An Hsieh; Yu Tsao 001; Mirco Ravanelli (INTERSPEECH, 2022)

MTI-Net: A Multi-Target Speech Intelligibility Prediction Model. - Ryandhimas Edo Zezario; Szu-Wei Fu; Fei Chen 011; Chiou-Shann Fuh; Hsin-Min Wang; Yu Tsao 001 (INTERSPEECH, 2022)

Improving Meeting Inclusiveness using Speech Interruption Analysis. - Szu-Wei Fu; Yaran Fan; Yasaman Hosseinkashi; Jayant Gupchup; Ross Cutler (ACM Multimedia, 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)

SEOFP-NET: Compression and Acceleration of Deep Neural Networks for Speech Enhancement Using Sign-Exponent-Only Floating-Points. - Yu-Chen Lin 003; Cheng Yu; Yi-Te Hsu; Szu-Wei Fu; Yu Tsao 001; Tei-Wei Kuo (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Study on the Correlation Between Objective Evaluations and Subjective Speech Quality and Intelligibility. - Hsin-Tien Chiang; Kuo-Hsuan Hung; Szu-Wei Fu; Heng-Cheng Kuo; Ming-Hsueh Tsai; Yu Tsao 001 (ASRU, 2023)

Real-Time Speech Interruption Analysis: from Cloud to Client Deployment. - Quchen Fu; Szu-Wei Fu; Yaran Fan; Yu Wu 012; Zhuo Chen 006; Jayant Gupchup; Ross Cutler (ICASSP, 2023)

QuAVF: Quality-aware Audio-Visual Fusion for Ego4D Talking to Me Challenge. - Hsi-Che Lin; Chien-Yi Wang; Min-Hung Chen; Szu-Wei Fu; Yu-Chiang Frank Wang (CoRR, 2023)

Multi-objective Non-intrusive Hearing-aid Speech Assessment Model. - Hsin-Tien Chiang; Szu-Wei Fu; Hsin-Min Wang; Yu Tsao 001; John H. L. Hansen (CoRR, 2023)

Deep Learning-Based Non-Intrusive Multi-Objective Speech Assessment Model With Cross-Domain Features. - Ryandhimas E. Zezario; Szu-Wei Fu; Fei Chen 011; Chiou-Shann Fuh; Hsin-Min Wang; Yu Tsao 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech. - Szu-Wei Fu; Kuo-Hsuan Hung; Yu Tsao 001; Yu-Chiang Frank Wang (ICLR, 2024)

A Study On Incorporating Whisper For Robust Speech Assessment. - Ryandhimas E. Zezario; Yu-Wen Chen; Szu-Wei Fu; Yu Tsao 001; Hsin-Min Wang; Chiou-Shann Fuh (ICME, 2024)

DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment. - Ke-Han Lu; Zhehuai Chen; Szu-Wei Fu; He Huang 012; Boris Ginsburg; Yu-Chiang Frank Wang; Hung-yi Lee (INTERSPEECH, 2024)

Exploiting Consistency-Preserving Loss and Perceptual Contrast Stretching to Boost SSL-Based Speech Enhancement. - Muhammad Salman Khan; Moreno La Quatra; Kuo-Hsuan Hung; Szu-Wei Fu; Sabato Marco Siniscalchi; Yu Tsao 001 (MMSP, 2024)

RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier. - Pin-Yen Huang; Szu-Wei Fu; Yu Tsao 001 (NeurIPS, 2024)

An Investigation of Incorporating Mamba For Speech Enhancement. - Rong Chao; Wen-Huang Cheng; Moreno La Quatra; Sabato Marco Siniscalchi; Chao-Han Huck Yang; Szu-Wei Fu; Yu Tsao 001 (SLT, 2024)

The Voicemos Challenge 2024: Beyond Speech Quality Prediction. - Wen-Chin Huang; Szu-Wei Fu; Erica Cooper; Ryandhimas E. Zezario; Tomoki Toda; Hsin-Min Wang; Junichi Yamagishi; Yu Tsao 001 (SLT, 2024)

Detecting the Undetectable: Assessing the Efficacy of Current Spoof Detection Methods Against Seamless Speech Edits. - Sung-Feng Huang; Heng-Cheng Kuo; Zhehuai Chen; Xuesong Yang; Chao-Han Huck Yang; Yu Tsao 001; Yu-Chiang Frank Wang; Hung-Yi Lee; Szu-Wei Fu (SLT, 2024)

NeKo: Toward Post Recognition Generative Correction Large Language Models with Task-Oriented Experts. - Yen-Ting Lin; Chao-Han Huck Yang; Zhehuai Chen; Piotr Zelasko; Xuesong Yang; Zih-Ching Chen; Krishna C. Puvvada; Szu-Wei Fu; Ke Hu; Jun Wei Chiu; Jagadeesh Balam; Boris Ginsburg; et al. (CoRR, 2024)

Generative Speech Foundation Model Pretraining for High-Quality Speech Extraction and Restoration. - Pin-Jui Ku; Alexander H. Liu; Roman Korostik; Sung-Feng Huang; Szu-Wei Fu; Ante Jukic (ICASSP, 2025)

Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data. - Ke-Han Lu; Zhehuai Chen; Szu-Wei Fu; Chao-Han Huck Yang; Jagadeesh Balam; Boris Ginsburg; Yu-Chiang Frank Wang; Hung-Yi Lee (ICASSP, 2025)

Linguistic Knowledge Transfer Learning for Speech Enhancement. - Kuo-Hsuan Hung; Xugang Lu; Szu-Wei Fu; Huan-Hsin Tseng; Hsin-Yi Lin; Chii-Wann Lin; Yu Tsao 001 (CoRR, 2025)

Universal Speech Enhancement with Regression and Generative Mamba. - Rong Chao; Rauf Nasretdinov; Yu-Chiang Frank Wang; Ante Jukic; Szu-Wei Fu; Yu Tsao 001 (CoRR, 2025)

DeSTA2.5-Audio: Toward General-Purpose Large Audio Language Model with Self-Generated Cross-Modal Alignment. - Ke-Han Lu; Zhehuai Chen; Szu-Wei Fu; Chao-Han Huck Yang; Sung-Feng Huang; Chih-Kai Yang; Chee-En Yu; Chun-Wei Chen; Wei-Chih Chen; Chien-yu Huang; Yi-Cheng Lin; Yu-Xiang Lin; et al. (CoRR, 2025)

Leveraging Mamba with Full-Face Vision for Audio-Visual Speech Enhancement. - Rong Chao; Wenze Ren; You-Jin Li; Kuo-Hsuan Hung; Sung-Feng Huang; Szu-Wei Fu; Wen-Huang Cheng; Yu Tsao 001 (CoRR, 2025)