• DocumentCode
    2404909
  • Title

    On-line Music Beat Tracking with Kalman Filtering and Probability Data Association (KF-PDA)

  • Author

    Shiu, Yu ; Kuo, C. C Jay

  • Author_Institution
    Southern California Univ., Los Angeles, CA
  • fYear
    2008
  • fDate
    9-13 Jan. 2008
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    An on-line music beat tracking algorithm with Kalman filtering (KF) and probability data association (PDA) is proposed. The KF-PDA method not only estimates the music tempo and beat pulse positions in real-time but also provides a temporal metrical unit for human-perception-like processing. The superior performance of the proposed KF-PDA beat tracking system is demonstrated using the MIREX beat tracking competition´s practice data set.
  • Keywords
    Kalman filters; audio signal processing; filtering theory; music; probability; KF-PDA; Kalman filtering; beat pulse positions; human-perception-like processing; on-line music beat tracking; probability data association; Animation; Computer graphics; Filtering; Instruments; Kalman filters; Mel frequency cepstral coefficient; Multiple signal classification; Particle tracking; Personal digital assistants; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics, 2008. ICCE 2008. Digest of Technical Papers. International Conference on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    978-1-4244-1458-1
  • Electronic_ISBN
    978-1-4244-1459-8
  • Type

    conf

  • DOI
    10.1109/ICCE.2008.4587914
  • Filename
    4587914
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2404909