Fast and robust meter and tempo recognition for the automatic discrimination of Ballroom Dance Styles

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

12 Scopus citations

Abstract

Fast and robust recognition of a song's meter, and quarter note tempo is crucial in many Music Information Retrieval tasks, dealing especially with large databases or real-time musical stream processing. We therefore introduce a novel approach that is capable of extracting musical meter features and tempo in beats per minute. The method is extendable in order to return the locations of beat onsets suitable for example for beat synchronization or musical audio segmentation. We use a simplified psychoacoustic model, to split the input into audible frequency bands and two phase comb filtering on those bands to find the quarter note tempo and metrical structure. Based on these features we discriminate the nine classic ballroom dance styles and duple or triple meter by Support-Vector-MaChines as exemplary application. Test-runs are carried out on a public Ballroom Dance Music database containing 1.8k titles and the public MTV-Europe Most Wanted 1981-2000 to demonstrate the high effectiveness for popular music with respect to meter, tempo and ballroom dance style recognition.

Original languageEnglish
Title of host publication2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07
PagesI217-I220
DOIs
StatePublished - 2007
Event2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07 - Honolulu, HI, United States
Duration: 15 Apr 200720 Apr 2007

Publication series

NameICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume1
ISSN (Print)1520-6149

Conference

Conference2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07
Country/TerritoryUnited States
CityHonolulu, HI
Period15/04/0720/04/07

Keywords

  • BPM detection
  • Ballroom dance style recognition
  • Genre recognition
  • Musical meter
  • Musical tempo

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