{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/audio-based-disambiguation-of-music-genre","title":"Audio Based Disambiguation Of Music Genre Tags","arxiv_id":"1809.07256","date":"2018-09-19","proceeding":null,"authors":["Hennequin Romain","Royo-Letelier Jimena","Moussallam Manuel"],"abstract":"In this paper, we propose to infer music genre embeddings from audio datasets\ncarrying semantic information about genres. We show that such embeddings can be\nused for disambiguating genre tags (identification of different labels for the\nsame genre, tag translation from a tag system to another, inference of\nhierarchical taxonomies on these genre tags). These embeddings are built by\ntraining a deep convolutional neural network genre classifier with large audio\ndatasets annotated with a flat tag system. We show empirically that they makes\nit possible to retrieve the original taxonomy of a tag system, spot duplicates\ntags and translate tags from a tag system to another.","url_abs":"http://arxiv.org/abs/1809.07256v1","url_pdf":"http://arxiv.org/pdf/1809.07256v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"audio-based-disambiguation-of-music-genre","repo_url":"https://github.com/deezer/audio_based_disambiguation_of_music_genre_tags","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"tag","task_name":"TAG"},{"task_slug":"translation","task_name":"Translation"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":"https://app.syntology.ai/?focus=1809.07256","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}