3 papers
cs.SD2026
Sound Effects Dataset Unification With the Universal Category System
Jun Woo Beck, Alexander Lerch
Sound effects (SFX) datasets and libraries often employ distinct tagging schemes, taxonomies, and metadata structures. This creates challenges for research on SFX classification an…
eess.AS2025
Separate This, and All of these Things Around It: Music Source Separation via Hyperellipsoidal Queries
Karn N. Watcharasupat, Alexander Lerch
Music source separation is an audio-to-audio retrieval task of extracting one or more constituent components, or composites thereof, from a musical audio mixture. Each of these con…
cs.SD2025
Uncertainty Estimation in the Real World: A Study on Music Emotion Recognition
Karn N. Watcharasupat, Yiwei Ding, T. Aleksandra Ma +2
Any data annotation for subjective tasks shows potential variations between individuals. This is particularly true for annotations of emotional responses to musical stimuli. While…