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Knowledge Extraction And Representation Learning For Music Recommendation And Classification

Sergio Oramas, Xavier Serra
2017 Zenodo  
In this thesis, we address the problems of classifying and recommending music present in large collections.  ...  To this end, we first focus on the problem of linking music-related texts with online knowledge repositories and on the automated construction of music knowledge bases.  ...  Finally, we have manually annotated and linked to MusicBrainz a gold standard subset of 200 documents from ELMD, for its use within an entity linking challenge.  ... 
doi:10.5281/zenodo.1048497 fatcat:kdh5jhvocbh3riwln6n2f756su

Knowledge Extraction And Representation Learning For Music Recommendation And Classification

Sergio Oramas, Xavier Serra
2017 Zenodo  
In this thesis, we address the problems of classifying and recommending music present in large collections.  ...  To this end, we first focus on the problem of linking music-related texts with online knowledge repositories and on the automated construction of music knowledge bases.  ...  Finally, we have manually annotated and linked to MusicBrainz a gold standard subset of 200 documents from ELMD, for its use within an entity linking challenge.  ... 
doi:10.5281/zenodo.1100973 fatcat:yfpmc6qxbbakjp6qzvywyoaoci

Knowledge Is Out There: A New Step in the Evolution of Music Digital Libraries

Sergio Oramas, Mohamed Sordo
2016 Fontes Artis Musicae  
"ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain", in Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016).  ...  Dataset: The New Grove The Grove Dictionary of Music and Musicians 9 is an encyclopedic entity, one of the largest reference works on Western music.  ... 
doi:10.1353/fam.2016.0035 fatcat:3wpaespuwjg6jera6ardehn3aq