Scaling Audio Models Efficiently: A Joint Study of Compute Constraints and Optimization Behavior

Vyom Agarwal, Mokshda Gangrade, Siddharth Pal +1

In this paper, we investigate the tradeoffs between compute allocation and model performance for two speech processing tasks: Automatic Speech Recognition (ASR) and Speech Emotion…