Cocktail Party Processing via Structured Prediction

Abstract

While human listeners excel at selectively attending to a conversation in a cocktail party, machine performance is still far inferior by comparison. We show that the cocktail party problem, or the speech separation problem, can be effectively approached via structured prediction. To account for temporal dynamics in speech, we employ conditional random… (More)

5 Figures and Tables

Topics

  • Presentations referencing similar topics