Listening Forward: Next Patch Embedding Prediction Enables Scalable Audio Learners

Umberto Cappellazzo, Xubo Liu, Stavros Petridis +1

Self-supervised learning (SSL) has driven substantial progress in audio representation learning, though existing methods have increasingly relied on elaborate pre-training recipes…