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Conference Paper: Music Information Retrieval: Overview, Recent Developments and Future Challenges
Title | Music Information Retrieval: Overview, Recent Developments and Future Challenges |
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Authors | |
Issue Date | 2016 |
Publisher | International Society for Music Information Retrieval Conference (ISMIR). |
Citation | The 17th International Society for Music Information Retrieval (ISMIR) Conference Tutorial, New York, NY, 7 August 2016, p. 11-12 How to Cite? |
Abstract | This tutorial provides a survey of the field of Music Information Retrieval (MIR), that aims, among other things, at automatically extracting semantically meaningful information from various representations of music entities, such as audio, scores, lyrics, web pages or microblogs. The tutorial is designed for students, engineers, researchers, and data scientists who are new to MIR and want to get introduced to the field.
The tutorial will cover some of the main tasks in MIR, such as music identification, transcription, search by similarity, genre/mood/artist classification, query by humming, music recommendation, and playlist generation. We will review approaches based on content-based and context-based music description and show how MIR tasks are addressed from a user-centered and multicultural perspective. The tutorial will focus on latest developments and current challenges in the field. |
Persistent Identifier | http://hdl.handle.net/10722/257763 |
DC Field | Value | Language |
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dc.contributor.author | Gomez, E | - |
dc.contributor.author | Schedl, M | - |
dc.contributor.author | Serra, X | - |
dc.contributor.author | Hu, X | - |
dc.date.accessioned | 2018-08-14T07:09:35Z | - |
dc.date.available | 2018-08-14T07:09:35Z | - |
dc.date.issued | 2016 | - |
dc.identifier.citation | The 17th International Society for Music Information Retrieval (ISMIR) Conference Tutorial, New York, NY, 7 August 2016, p. 11-12 | - |
dc.identifier.uri | http://hdl.handle.net/10722/257763 | - |
dc.description.abstract | This tutorial provides a survey of the field of Music Information Retrieval (MIR), that aims, among other things, at automatically extracting semantically meaningful information from various representations of music entities, such as audio, scores, lyrics, web pages or microblogs. The tutorial is designed for students, engineers, researchers, and data scientists who are new to MIR and want to get introduced to the field. The tutorial will cover some of the main tasks in MIR, such as music identification, transcription, search by similarity, genre/mood/artist classification, query by humming, music recommendation, and playlist generation. We will review approaches based on content-based and context-based music description and show how MIR tasks are addressed from a user-centered and multicultural perspective. The tutorial will focus on latest developments and current challenges in the field. | - |
dc.language | eng | - |
dc.publisher | International Society for Music Information Retrieval Conference (ISMIR). | - |
dc.relation.ispartof | International Society for Music Information Retrieval (ISMIR) Conference | - |
dc.title | Music Information Retrieval: Overview, Recent Developments and Future Challenges | - |
dc.type | Conference_Paper | - |
dc.identifier.email | Hu, X: xiaoxhu@hku.hk | - |
dc.identifier.authority | Hu, X=rp01711 | - |
dc.description.nature | link_to_OA_fulltext | - |
dc.identifier.hkuros | 275122 | - |
dc.identifier.spage | 11 | - |
dc.identifier.epage | 12 | - |
dc.publisher.place | New York, NY | - |