3 papers
cs.SD2025
Towards Unified Music Emotion Recognition across Dimensional and Categorical Models
Jaeyong Kang, Dorien Herremans
One of the most significant challenges in Music Emotion Recognition (MER) comes from the fact that emotion labels can be heterogeneous across datasets with regard to the emotion re…
cs.SD2024
Are We There Yet? A Brief Survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges
Jaeyong Kang, Dorien Herremans
Deep learning models for music have advanced drastically in recent years, but how good are machine learning models at capturing emotion, and what challenges are researchers facing?…
cs.SD2023
Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model
Jaeyong Kang, Soujanya Poria, Dorien Herremans
Numerous studies in the field of music generation have demonstrated impressive performance, yet virtually no models are able to directly generate music to match accompanying videos…