Shanmuka Sadhu

IMPROVING AUDIO EVENT RECOGNITION WITH CONSISTENCY REGULARIZATION

Consistency regularization (CR), which enforces agreement between model predictions on augmented views, has found recent benefits in automatic speech recognition [1]. In this paper, we propose the use of consistency regularization for audio event recognition, and demonstrate its effectiveness on Aud…