PANNs

An evaluation protocol for choosing audio embedding models for similarity search across a sound library is described. The protocol emphasizes that retrieval quality depends on the library's recording …

Yan Li, an Applied Research Engineer, developed a more efficient audio embedding model using an AI agent to iteratively explore improvements, addressing limitations in state-of-the-art models like BYO…