Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?

Tiantian Feng, Dimitrios Dimitriadis, Shrikanth Narayanan

Recent advances in foundation models have enabled audio-generative models that produce high-fidelity sounds associated with music, events, and human actions. Despite the success ac…