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cs.SD2025
OMAR-RQ: Open Music Audio Representation Model Trained with Multi-Feature Masked Token Prediction
Pablo Alonso-Jiménez, Pedro Ramoneda, R. Oguz Araz +2
Developing open-source foundation models is essential for advancing research in music audio understanding and ensuring access to powerful, multipurpose representations for music in…
cs.SD2023★ 1 cited
Knowledge-based Multimodal Music Similarity
Andrea Poltronieri
Music similarity is an essential aspect of music retrieval, recommendation systems, and music analysis. Moreover, similarity is of vital interest for music experts, as it allows st…
cs.SD2022
The HaMSE Ontology: Using Semantic Technologies to support Music Representation Interoperability and Musicological Analysis
Andrea Poltronieri, Aldo Gangemi
The use of Semantic Technologies - in particular the Semantic Web - has revealed to be a great tool for describing the cultural heritage domain and artistic practices. However, the…