VocSim: A Training-free Benchmark for Zero-shot Content Identity in Single-source Audio

Maris Basha, Anja Zai, Sabine Stoll +1

General-purpose audio representations aim to map acoustically variable instances of the same event to nearby points, resolving content identity in a zero-shot setting. Unlike super…