3 papers
cs.CL2026
An Evaluation Framework for Structured Audio Captions Validated by Controlled Perturbations
Liang-Yuan Wu, Sripathi Sridhar, Mark Cartwright +1
Recent advancements in automated audio captioning (AAC) have shifted from monolithic sentence generation toward structured formats that explicitly disentangle distinct acoustic and…
cs.SD2026
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…
cs.SD2025
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…