{"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/musicmood-predicting-the-mood-of-music-from","title":"MusicMood: Predicting the mood of music from song lyrics using machine learning","arxiv_id":"1611.00138","date":"2016-11-01","proceeding":null,"authors":["Sebastian Raschka"],"abstract":"Sentiment prediction of contemporary music can have a wide-range of\napplications in modern society, for instance, selecting music for public\ninstitutions such as hospitals or restaurants to potentially improve the\nemotional well-being of personnel, patients, and customers, respectively. In\nthis project, music recommendation system built upon on a naive Bayes\nclassifier, trained to predict the sentiment of songs based on song lyrics\nalone. The experimental results show that music corresponding to a happy mood\ncan be detected with high precision based on text features obtained from song\nlyrics.","url_abs":"http://arxiv.org/abs/1611.00138v1","url_pdf":"http://arxiv.org/pdf/1611.00138v1.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":"musicmood-predicting-the-mood-of-music-from","repo_url":"https://github.com/rasbt/musicmood","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"machine-learning","task_name":"BIG-bench Machine Learning"},{"task_slug":"music-recommendation","task_name":"Music Recommendation"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}