2 papers
eess.AS2025
From Aesthetics to Human Preferences: Comparative Perspectives of Evaluating Text-to-Music Systems
Huan Zhang, Jinhua Liang, Huy Phan +2
Evaluating generative models remains a fundamental challenge, particularly when the goal is to reflect human preferences. In this paper, we use music generation as a case study to…
cs.SD2025
LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging
Shubhr Singh, Emmanouil Benetos, Huy Phan +1
Transformers have set new benchmarks in audio processing tasks, leveraging self-attention mechanisms to capture complex patterns and dependencies within audio data. However, their…