Computer Audition: From Task-Specific Machine Learning to Foundation
Models
Computer Audition: From Task-Specific Machine Learning to Foundation
Models
Foundation models (FMs) are increasingly spearheading recent advances on a variety of tasks that fall under the purview of computer audition -- the use of machines to understand sounds. They feature several advantages over traditional pipelines: among others, the ability to consolidate multiple tasks in a single model, the option …