Latent Gaussian Activity Propagation: Using Smoothness and Structure to Separate and Localize Sounds in Large Noisy Environments

Daniel Johnson, Daniel Gorelik, Ross E. Mawhorter, Kyle Suver, Weiqing Gu, Steven Xing, Cody Gabriel, Peter Sankhagowit

Nov-18-2025, 01:47:48 GMT–Neural Information Processing Systems 

We present an approach for simultaneously separating and localizing multiple sound sources using recorded microphone data.