Autoregressive Patch Embedding Prediction for Scalable Audio Learning

Next patch embedding prediction applies causal modeling to audio, treating audio data as a sequence of continuous embeddings rather than static features. This approach aims to unify audio pre-training with established language and vision transformer paradigms to learn underlying data distributions more effectively.