4 papers
IPDnet2: an efficient and improved inter-channel phase difference estimation network for sound source localization
Yabo Wang, Bing Yang, Xiaofei Li
IPDnet is our recently proposed real-time sound source localization network. It employs alternating full-band and narrow-band (B)LSTMs to learn the full-band correlation and narrow…
RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization
Bing Yang, Changsheng Quan, Yabo Wang +7
The training of deep learning-based multichannel speech enhancement and source localization systems relies heavily on the simulation of room impulse response and multichannel diffu…
IPDnet: A Universal Direct-Path IPD Estimation Network for Sound Source Localization
Yabo Wang, Bing Yang, Xiaofei Li
Extracting direct-path spatial feature is crucial for sound source localization in adverse acoustic environments. This paper proposes the IPDnet, a neural network that estimates di…
FN-SSL: Full-Band and Narrow-Band Fusion for Sound Source Localization
Yabo Wang, Bing Yang, Xiaofei Li
Extracting direct-path spatial features is critical for sound source localization in adverse acoustic environments. This paper proposes a full-band and narrow-band fusion network f…