Foundation models for music: A survey

Y Ma, A Øland, A Ragni, BMS Del Sette, C Saitis… - arxiv preprint arxiv …, 2024 - arxiv.org
In recent years, foundation models (FMs) such as large language models (LLMs) and latent
diffusion models (LDMs) have profoundly impacted diverse sectors, including music. This …

Towards assessing data replication in music generation with music similarity metrics on raw audio

R Batlle-Roca, WH Liao, X Serra, Y Mitsufuji… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advancements in music generation are raising multiple concerns about the
implications of AI in creative music processes, current business models and impacts related …

Sound Check: Auditing Audio Datasets

W Agnew, J Barnett, A Chu, R Hong, M Feffer… - arxiv preprint arxiv …, 2024 - arxiv.org
Generative audio models are rapidly advancing in both capabilities and public utilization--
several powerful generative audio models have readily available open weights, and some …

Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio

P Alonso-Jiménez, L Pepino, R Batlle-Roca… - arxiv preprint arxiv …, 2024 - arxiv.org
We present PECMAE, an interpretable model for music audio classification based on
prototype learning. Our model is based on a previous method, APNet, which jointly learns an …

Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient Approach

P Ramoneda, V Eremenko, A D'Hooge… - arxiv preprint arxiv …, 2024 - arxiv.org
Estimating music piece difficulty is important for organizing educational music collections.
This process could be partially automatized to facilitate the educator's role. Nevertheless, the …

СОЦИОЛОГИЯ ИСКУССТВЕННОГО ИНТЕЛЛЕКТА

МА КОЛЕСНИК, АА ОМЕЛИК - СОЦИОЛОГИЯ, 2024 - elibrary.ru
В статье представлен аналитический обзор зарубежных научных источников о
применении технологий искусственного интеллекта в сфере искусства и культуры за …

[PDF][PDF] Harmony and Personality: Analyzing Connections Between AI-Generated Music Preference and Personal Traits

M Noh, C Kim - 2024 - nhsjs.com
Artificial intelligence (AI) has made progress over the last decades to the extent of being
able to generate creative works, one field of which is music. Prior research has indicated that …

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M Noh, C Kim - nhsjs.com
Artificial intelligence (AI) has made progress over the last decades to the extent of being
able to generate creative works, one field of which is music. Prior research has indicated that …