Vocal Imitation Set: a dataset of vocally imitated sound events using the AudioSet ontology. - Bongjun Kim; Madhav Ghei; Bryan Pardo; Zhiyao Duan (DCASE, 2018)

Applying triplet loss to siamese-style networks for audio similarity ranking. - Brian Margolis; Madhav Ghei; Bryan Pardo (DCASE, 2018)