Audio embeddings convert sound signals (speech, music, environmental sounds) into dense vector representations that capture acoustic and semantic features, enabling similarity search, classification, and retrieval. Core Idea Audio embeddings map audio waveforms or spectrograms to fixed-size vectors in a …