Using Speech Models for Separation in Monaural and Binaural Contexts

Explore advanced speech processing techniques in this seminar lecture where Dan Ellis from Columbia University demonstrates how speech models can be applied to separate audio sources in both single-channel (monaural) and dual-channel (binaural) audio contexts. Learn about the computational approaches and algorithms used to isolate individual speech signals from complex acoustic environments, examining the theoretical foundations and practical applications of speech separation technology. Discover how different modeling techniques perform in various acoustic scenarios and understand the challenges and opportunities in developing robust speech separation systems for real-world applications.