3 papers
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…
eess.AS2024
Music auto-tagging in the long tail: A few-shot approach
T. Aleksandra Ma, Alexander Lerch
In the realm of digital music, using tags to efficiently organize and retrieve music from extensive databases is crucial for music catalog owners. Human tagging by experts is labor…