Alan Xu

Learning to Separate Voices by Spatial Regions

We consider the problem of audio voice separation for binaural applications, such as earphones and hearing aids. While today’s neural networks perform remarkably well (separating 4+ sources with 2 microphones) they assume a known or fixed maximum number of sources, K. Moreover, today’s models are tr…