Mou Wang (王谋)

Mou Wang (王谋)

A Postdoc in Institute of Acoustics of CAS.

Publications

Smoothed Frame-Level SINR and Its Estimation for Sensor Selection in Distributed Acoustic Sensor Networks

Published in IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024

In this work, we propose a speaker-dependent smoothed frame-level SINR estimation method for sensor selection in multi-speaker scenarios, specifically addressing source movement within DASN. Additionally, we devise an approach for similarity measurement to generate dynamic speaker embeddings resilient to variations in reference speech levels. Furthermore, we introduce a novel loss function that integrates classification and ordinal regression within a unified framework.

Recommended citation: S. Guan, M. Wang, Z. Bai, J. Wang, J. Chen and J. Benesty, "Smoothed Frame-Level SINR and Its Estimation for Sensor Selection in Distributed Acoustic Sensor Networks," in IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 32, pp. 4554-4568, 2024, 10.1109/TASLP.2024.3477277. https://ieeexplore.ieee.org/document/10711254

End-to-End Multi-Modal Speech Recognition on an Air and Bone Conducted Speech Corpus

Published in IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2022

In this paper, we first develop a multi-modal Mandarin corpus, which contains air- and bone-conducted synchronized speech (ABCS). Then, we propose a multi-modal conformer ASR system based on a novel multi-modal transducer.

Recommended citation: M. Wang, J. Chen, X. -L. Zhang and S. Rahardja, "End-to-End Multi-Modal Speech Recognition on an Air and Bone Conducted Speech Corpus," in IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 31, pp. 513-524, 2023, doi: 10.1109/TASLP.2022.3224305. https://ieeexplore.ieee.org/document/9961873