Aug 26, 2024 · The paper offers insights into future challenges and trends on FMs for music, aiming to shape the trajectory of human-AI collaboration in the ...

Aug 26, 2024 · This graph-based representation utilises six primary types of edges—next, rest, set (onset), sustain, voice, and slur—to capture the intricate ...

Aug 26, 2024 · This comprehensive review examines state-of-the-art (SOTA) pre-trained models and foundation models in music, spanning from representation ...

Aug 26, 2024 · Abstract. In recent years, foundation models (FMs) such as large language models (LLMs) and latent diffusion models (LDMs) have profoundly ...

Aug 26, 2024 · Foundation models aim to positively impact the music industry and society by understanding and generating music, adapting to various music ...

Aug 27, 2024 · A collection of papers and resources related to Foundation Models (FMs) for Music, including pre-trained language models (PLMs), ...

Aug 26, 2024 · The paper 'Foundation Models for Music: A Survey' provides a comprehensive review of the advancements in applying foundation models (FMs) to ...

Nov 18, 2024 · This comprehensive review examines state-of-the-art foundation models in music, focusing on representation learning, generative learning, ...

Sep 3, 2024 · Overview. This paper provides a comprehensive survey of foundation models for music, which are large, pre-trained models that can be ...

Sep 8, 2024 · "Foundation Models for Music: A Survey" is a great review on FMs in music, covering understanding, generation, and social impacts.