Publications

"_" denotes that the student was under the supervision of Prof. Wang while conducting the work.

Preprints

P. Shen, K. Chen, S. He, P. Chen, S. Yuan, H. Kong, X. Zhang, and Z.-Q. Wang, "Listen to Extract: Onset-Prompted Target Speaker Extraction", in arxiv preprint arXiv:2505.05114, 2025. [Sound Demo]
Z.-Q. Wang, "ctPuLSE: Close-Talk, and Pseudo-Label Based Far-Field, Speech Enhancement", in arxiv preprint arXiv:2407.19485, 2024. [Sound Demo]

Y. Masuyama, X. Chang, W. Zhang, S. Cornell, Z.-Q. Wang, N. Ono,Y. Qian, and S. Watanabe, "An End-to-End Integration of Speech Separation and Recognition with Self-Supervised Learning Representation", in Computer Speech & Language (CSL), vol. 95, issue 101813, pp. 1-18, 2026.

Z.-Q. Wang, "SuperM2M: Supervised and Mixture-to-Mixture Co-Learning for Speech Enhancement and Noise-Robust ASR", in Neural Networks (NN), vol. 188, issue 107408, pp. 1-16, 2025. [Sound Demo]
Z. Xu, X. Fu, Z.-Q. Wang, X. Jiang, and R. Roy Choudhury, "Unsupervised Blind Speech Separation with A Diffusion Prior", in International Conference on Machine Learning (ICML), accepted, 2025. [Sound Demo] [Code]
S. Araki, N. Ito, R. Haeb-Umbach, G. Wichern, Z.-Q. Wang, and Y. Mitsufuji, "30+ Years of Source Separation Research: Achievements and Future Challenges", in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025.
P. Shen, X. Zhang, and Z.-Q. Wang, "ARiSE: Auto-Regressive Multi-Channel Speech Enhancement", in Interspeech, 2025.
F. Zhao, X. Zhang, and Z.-Q. Wang, "Multi-Channel Acoustic Echo Cancellation Based on Direction-of-Arrival Estimation", in Interspeech, 2025.
L. Fu, Y. Liu, Z. Liu, Z. Yang, Z.-Q. Wang, Y. Li, and H. Kong, "AuralNet: Hierarchical 3D Binaural Localization of Overlapping Speakers", in Interspeech, 2025.

Z.-Q. Wang, "USDnet: Unsupervised Speech Dereverberation via Neural Forward Filtering", in IEEE/ACM Transactions on Audio, Speech, and Language Processing (IEEE/ACM TASLP), vol. 32, pp. 3882-3895, 2024. [Sound Demo]
Z.-Q. Wang, "Mixture to Mixture: Leveraging Close-talk Mixtures as Weak-supervision for Speech Separation", in IEEE Signal Processing Letters (IEEE SPL), vol. 31, pp. 1715-1719, 2024. [Sound Demo]
Z.-Q. Wang, A. Kumar, and S. Watanabe, "Cross-Talk Reduction", in International Joint Conference on Artificial Intelligence (IJCAI), pp. 5171-5180, 2024. [Sound Demo] [Poster] [Slide]