Biblio

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2018
Pons, J., Nieto O., Prockup M., Schmidt E. M., Ehmann A. F., & Serra X. (2018).  End-to-end learning for music audio tagging at scale. 19th International Society for Music Information Retrieval Conference (ISMIR2018). Abstract
Oramas, S., Barbieri F., Nieto O., & Serra X. (2018).  Multimodal Deep Learning for Music Genre Classification. Transactions of the International Society for Music Information Retrieval. 1(1), 4-21. Abstract
Serrà, J., Suris D., Miron M., & Karatzoglou A. (2018).  Overcoming catastrophic forgetting with hard attention to the task. The 35th International Conference on Machine Learning (ICML 2018) .
2017
Espinosa-Anke, L., Oramas S., Saggion H., & Serra X. (2017).  ELMDist: A vector space model with words and MusicBrainz entities. Workshop on Semantic Deep Learning (SemDeep), collocated with ESWC 2017. Abstract
Oramas, S., Nieto O., Sordo M., & Serra X. (2017).  A Deep Multimodal Approach for Cold-start Music Recommendation. 2nd Workshop on Deep Learning for Recommender Systems, at RecSys 2017. Abstract
Gómez-Marín, D., Jordà S., & Herrera P. (2017).  Drum rhythm spaces: from global models to style-specifc maps. 13th International Symposium on Computer Music Multidisciplinary Research (CMMR). 80-91.
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