4 papers · 1 filter
Audiocards: Structured Metadata Improves Audio Language Models For Sound Design
Sripathi Sridhar, Prem Seetharaman, Oriol Nieto +2
Sound designers search for sounds in large sound effects libraries using aspects such as sound class or visual context. However, the metadata needed for such search is often missin…
Compositional Audio Representation Learning
Sripathi Sridhar, Mark Cartwright
Human auditory perception is compositional in nature -- we identify auditory streams from auditory scenes with multiple sound events. However, such auditory scenes are typically re…
Multi-label Open-set Audio Classification
Sripathi Sridhar, Mark Cartwright
Current audio classification models have small class vocabularies relative to the large number of sound event classes of interest in the real world. Thus, they provide a limited vi…
Learning the helix topology of musical pitch
Vincent Lostanlen, Sripathi Sridhar, Brian McFee +2
To explain the consonance of octaves, music psychologists represent pitch as a helix where azimuth and axial coordinate correspond to pitch class and pitch height respectively. Thi…