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cs.SD2025★ 1 cited
Survey on the Evaluation of Generative Models in Music
Alexander Lerch, Claire Arthur, Nick Bryan-Kinns +3
Research on generative systems in music has seen considerable attention and growth in recent years. A variety of attempts have been made to systematically evaluate such systems. We…
cs.MM2025★ 1 cited
Enhancing Video Music Recommendation with Transformer-Driven Audio-Visual Embeddings
Shimiao Liu, Alexander Lerch
A fitting soundtrack can help a video better convey its content and provide a better immersive experience. This paper introduces a novel approach utilizing self-supervised learning…