I am currently an Associate Researcher at Tianjin University, Tianjin, China. Previously, I worked as an Assistant Researcher at Westlake University, Hangzhou, China. From 2022 to 2024, I was a Postdoctor at Westlake University, Hangzhou, China, working with Prof. Xiaofei Li. I received the Ph.D. degree from Peking University, Beijing, China, in 2022, under the supervision of Prof. Hong Liu.

My research focuses on acoustic, audio, and speech signal processing, including but not limited to

Auditory perception and understanding 听觉感知与理解
Sound source localization and tracking 声源定位和跟踪
Speech enhancement and separation 语音增强和分离
Robot audition 机器人听觉

📢📢📢 长期招收研究生！如果你对以上方向感兴趣，请联系bingyang@tju.edu.cn，并附上个人简历。

🔥 News

2026.09: Joined Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin University
2026.09: 🎉Three papers were accepted by IEEE SLT！
2026.08: 🎉One paper was accepted by IEEE SPL!
2025.05: 🎉One paper was accepted by INTERSPEECH!
2024.11: 🎉One paper was accepted by IEEE Trans. on ASLP!
2024.09: 🎉One paper was accepted by NeurIPS!

💻 Experience

2026.09 - present, Associate researcher, School of Artificial Intelligence, Tianjin University, Tianjin, China.
2024.02 - 2026.09, Assistant researcher, School of Engineering, Westlake University, Hangzhou, China.
2022.02 - 2024.02, Postdoctor, School of Engineering, Westlake University, Hangzhou, China.

📖 Educations

2015.09 - 2022.01, Ph.D. in Computer Applied Technology, School of Electronics Engineering and Computer Science, Peking University (PKU), Beijing, China.
2011.09 - 2015.06, B.Eng. in Automation, School of Automation, University of Science and Technology Beijing (USTB), Beijing, China.

📝 Publications

Selected Journals

Yabo Wang#, Bing Yang# (equal contribution), Xiaofei Li. IPDnet2A: An efficient direct-path IPD estimation network for arbitrary array geometries. IEEE Signal Processing Letters (SPL), vol. 33, pp. 3781-3785, 2026.
Bing Yang, Xiaofei Li. Self-supervised learning of spatial acoustic representation with cross-channel signal reconstruction and multi-channel Conformer. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 32, pp. 4211-4225, 2024. [arXiv, code]
Yabo Wang#, Bing Yang# (equal contribution), Xiaofei Li. IPDnet: A universal direct-path IPD estimation network for sound source localization. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 32, pp. 5051-5064, 2024. [arXiv, code]
Yidi Li, Hong Liu, Bing Yang. STNet: Deep audio-visual fusion network for robust speaker tracking. IEEE Transactions on Multimedia (TMM), vol.27, pp.1835-1847, 2024. [arXiv]
Bing Yang, Runwei Ding, Yutong Ban, Xiaofei Li, Hong Liu. Enhancing direct-path relative transfer function using deep neural network for robust sound source localization. CAAI Transactions on Intelligence Technology, vol. 7, no. 3, pp. 446-454, 2022.
Bing Yang, Hong Liu, Xiaofei Li. Learning deep direct-path relative transfer function for binaural sound source localization. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 29, pp. 3491–3503, 2021. [arXiv, code]
Bing Yang, Hong Liu, Cheng Pang, Xiaofei Li. Multiple sound source counting and localization based on TF-wise spatial spectrum clustering. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 27, no. 8, pp. 1241–1255, 2019. [code]
Hong Liu, Peipei Yuan, Bing Yang, Ge Yang, Yang Chen. HRTF-reserved time-frequency masking for robust binaural sound source localization. CAAI Transactions on Intelligence Technology, 2022, 7(1): 26-33.

Selected Conferences

Bing Yang, Di Liang, Xiaofei Li. Identity-assisted association of unordered DOA estimates for neural speech source tracking. IEEE Spoken Language Technology Workshop (SLT), 2026. [arXiv]
Pengyu Wang, Bing Yang, Xiaofei Li. Variational Bayesian inference with multi-aspect neural guidance for speech dereverberation. IEEE Spoken Language Technology Workshop (SLT), 2026.
Di Liang, Bing Yang, Xiaofei Li. Adap-LS-EEND: Adaptive-latency streaming end-to-end neural Diarization. IEEE Spoken Language Technology Workshop (SLT), 2026.

Yujie Yang, Bing Yang, Xiaofei Li. Mel-McNet: A Mel-scale framework for online multichannel speech enhancement. Annual Conference of the International Speech Communication Association (INTERSPEECH), 2025, pp. 1173-1177.
Bing Yang, Changsheng Quang, Yabo Wang, et al. RealMAN: A recorded and annotated microphone array dataset for dynamic speech enhancement and localization. International Conference on Neural Information Processing Systems (NeurIPS), 2024, pp. 105997-106019. [arXiv, dataset, poster]
Yabo Wang#, Bing Yang# (equal contribution), Xiaofei Li. FN-SSL: Full-band and narrow-band fusion for sound source localization. Annual Conference of the International Speech Communication Association (INTERSPEECH), 2023, pp. 3779-3783. [arXiv, code]
Bing Yang, Hong Liu, Xiaofei Li. SRP-DNN: Learning direct-path phase difference for multiple moving sound source localization. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, pp. 721-725. [arXiv, code, poster]
Bing Yang, Xiaofei Li, Hong Liu. Supervised direct-path relative transfer function learning for binaural sound source localization. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, pp. 825–829. [slide, poster]
Bing Yang, Hong Liu, Cheng Pang. Multiple sound source counting and localization based on spatial principal eigenvector. Annual Conference of the International Speech Communication Association (INTERSPEECH), 2017, pp. 1924–1928. [poster]
Hong Liu, Bing Yang, Cheng Pang. Multiple sound source localization based on TDOA clustering and multi-path matching pursuit. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, pp. 3241–3245. [poster]
Hong Liu, Zhan Chen, Bing Yang. Lip graph assisted audio-visual speech recognition using bidirectional synchronous fusion. Annual Conference of the International Speech Communication Association (INTERSPEECH), 2020, pp. 3520-3524.
Hong Liu, Yidi Li, Bing Yang. 3D audio-visual speaker tracking with a two-layer particle filter. IEEE International Conference on Image Processing (ICIP), 2019, pp. 1955-1959.
Hong Liu, Haipeng Lan, Bing Yang, Cheng Pang. Multiple concurrent sound source tracking based on observation-guided adaptive particle filter. Annual Conference of the International Speech Communication Association (INTERSPEECH), 2018, pp. 826-830.
Hong Liu, Yongheng Sun, Yidi Li, Bing Yang. 3D audio-visual speaker tracking with a novel particle filter. International Conference on Pattern Recognition (ICPR), 2021, pp. 7343-7348.

📜 Projects

General Program, China Postdoctoral Science Foundation
Young Scientists Fund, National Natural Science Foundation of China

👨‍🎓 Students

Co-supervised or collaborating closely