Wang, Zhong-Qiu
- Conditional Diffusion Probabilistic Model for Speech Enhancement
2022/02/10 by Yen‐Ju Lu, Zhong-Qiu Wang, Lu, Yen-Ju +9 · 27 citations
Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis #Music and Audio Processing
- TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation
2022/11/22 by Zhong-Qiu Wang, Wang, Zhong-Qiu, Samuele Cornell +9 · 23 citations
Computer Science · Engineering · #Speech and Audio Processing #Speech Recognition and Synthesis #Advanced Adaptive Filtering Techniques
- TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation
2022/09/08 by Zhong-Qiu Wang, Samuele Cornell, Wang, Zhong-Qiu +9 · 21 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency
2022/04/21 by Wang, Zhong-Qiu, Wichern, Gordon, Watanabe, Shinji +1 · 5 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios
2023/06/23 by Cornell, Samuele, Wiesner, Matthew, Watanabe, Shinji +8 · 5 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation
2020/10/04 by Wang, Zhong-Qiu, Wang, Peidong, Wang, DeLiang · 3 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Multi-Microphone Complex Spectral Mapping for Speech Dereverberation
2020/03/04 by Wang, Zhong-Qiu, Wang, DeLiang · 3 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding
2022/07/19 by Lu, Yen-Ju, Chang, Xuankai, Li, Chenda +10 · 3 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation
2021/08/16 by Wang, Zhong-Qiu, Wichern, Gordon, Roux, Jonathan Le · 4 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures
2023/05/31 by Zhong-Qiu Wang, Shinji Watanabe, Wang, Zhong-Qiu +1 · 5 citations
Computer Science · Engineering · Neuroscience · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Machine Learning (cs.LG) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Boosting Unknown-number Speaker Separation with Transformer Decoder-based Attractor
2024/01/23 by Younglo Lee, Lee, Younglo, Shukjae Choi +7 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- A Single Speech Enhancement Model Unifying Dereverberation, Denoising, Speaker Counting, Separation, and Extraction
2023/10/12 by Saijo, Kohei, Zhang, Wangyou, Wang, Zhong-Qiu +3 · 3 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Towards Low-distortion Multi-channel Speech Enhancement: The ESPNet-SE Submission to The L3DAS22 Challenge
2022/02/24 by Lu, Yen-Ju, Cornell, Samuele, Chang, Xuankai +5 · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- 30+ Years of Source Separation Research: Achievements and Future Challenges
2025/01/21 by Araki, Shoko, Ito, Nobutaka, Haeb-Umbach, Reinhold +3 · 5 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #Sound (cs.SD) #electronic engineering #information engineering
- Toward Universal Speech Enhancement for Diverse Input Conditions
2023/09/29 by Wangyou Zhang, Zhang, Wangyou, Kohei Saijo +7 · 3 citations
Computer Science · Health Professions · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Infant Health and Development #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Deep Learning Based Phase Reconstruction for Speaker Separation: A Trigonometric Perspective
2018/11/22 by Wang, Zhong-Qiu, Tan, Ke, Wang, DeLiang · 2 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction
2024/07/23 by Sachdev, Rithik, Wang, Zhong-Qiu, Yang, Chao-Han Huck · 3 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks
2021/10/19 by Darius Petermann, Petermann, Darius, Gordon Wichern +5 · 2 citations
Computer Science · #Speech and Audio Processing #Music and Audio Processing #Blind Source Separation Techniques
- Convolutive Prediction for Reverberant Speech Separation
2021/08/16 by Wang, Zhong-Qiu, Wichern, Gordon, Roux, Jonathan Le · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction
2018/04/26 by Wang, Zhong-Qiu, Roux, Jonathan Le, Wang, DeLiang +1 · 1 citation
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
- USDnet: Unsupervised Speech Dereverberation via Neural Forward Filtering
2024/02/01 by Zhong-Qiu Wang, Wang, Zhong-Qiu · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Signal Processing (eess.SP) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Multi-Channel Target Speaker Extraction with Refinement: The WavLab Submission to the Second Clarity Enhancement Challenge
2023/02/15 by Samuele Cornell, Zhong-Qiu Wang, Cornell, Samuele +9 · 1 citation
Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Neural Speech Enhancement with Very Low Algorithmic Latency and Complexity via Integrated Full- and Sub-Band Modeling
2023/04/18 by Wang, Zhong-Qiu, Cornell, Samuele, Choi, Shukjae +3 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Leveraging Low-Distortion Target Estimates for Improved Speech Enhancement
2021/10/01 by Wang, Zhong-Qiu, Wichern, Gordon, Roux, Jonathan Le · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Listen to Extract: Onset-Prompted Target Speaker Extraction
2025/05/08 by Pengjie Shen, Shen, Pengjie, K.-J. Chen +12 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks
2022/12/14 by Petermann, Darius, Wichern, Gordon, Subramanian, Aswin Shanmugam +2 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- SuperM2M: Supervised and Mixture-to-Mixture Co-Learning for Speech Enhancement and Noise-Robust ASR
2024/03/15 by Wang, Zhong-Qiu · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Advances in Speech Separation: Techniques, Challenges, and Future Trends
2025/08/14 by Li, Kai, Chen, Guo, Sang, Wendi +8 · 3 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior
2025/05/08 by Zhongweiyang Xu, Xu, Zhongweiyang, Xulin Fan +6 · 3 citations
Computer Science · #Speech and Audio Processing #Blind Source Separation Techniques #Speech Recognition and Synthesis