A Markov-chain Monte-Carlo approach to musical audio segmentation

被引：0
|
作者：
Rhodes, Christophe [1 ]
Casey, Michael [1 ]
Abdallah, Samer [1 ]
Sandler, Mark [1 ]
机构：
[1] Univ London Goldsmiths Coll, London SE14 6NW, England
来源：
2006 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-13 | 2006年
关键词：
D O I：
暂无
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
This paper describes a method for automatically segmenting and labelling sections in recordings of musical audio. We incorporate the user's expectations for segment duration as an explicit prior probability distribution in a Bayesian framework, and demonstrate experimentally that this method can produce accurate labelled segmentations for popular music.
引用
收藏
页码：5655 / 5658
页数：4
相关论文
共 50 条
  • [1] Markov-chain Monte-Carlo approach for association probability evaluation
    Cong, S
    Hong, L
    Wicker, D
    [J]. IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 2004, 151 (02): : 185 - 193
  • [2] MONTE-CARLO AND MARKOV-CHAIN TECHNIQUES FOR NETWORK RELIABILITY AND SAMPLING
    BUCHSBAUM, AL
    MIHAIL, M
    [J]. NETWORKS, 1995, 25 (03) : 117 - 130
  • [3] Markov-Chain Monte-Carlo methods and non-identifiabilities
    Mueller, Christian
    Weysser, Fabian
    Mrziglod, Thomas
    Schuppert, Andreas
    [J]. MONTE CARLO METHODS AND APPLICATIONS, 2018, 24 (03): : 203 - 214
  • [4] ANNEALING MARKOV-CHAIN MONTE-CARLO WITH APPLICATIONS TO ANCESTRAL INFERENCE
    GEYER, CJ
    THOMPSON, EA
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1995, 90 (431) : 909 - 920
  • [5] THE BOOTSTRAP AND MARKOV-CHAIN MONTE CARLO
    Efron, Bradley
    [J]. JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2011, 21 (06) : 1052 - 1062
  • [6] MINORIZATION CONDITIONS AND CONVERGENCE-RATES FOR MARKOV-CHAIN MONTE-CARLO
    ROSENTHAL, JS
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1995, 90 (430) : 558 - 566
  • [7] FINDING NONCOMMUNICATING SETS FOR MARKOV-CHAIN MONTE-CARLO ESTIMATIONS ON PEDIGREES
    LIN, SL
    THOMPSON, E
    WIJSMAN, E
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 1994, 54 (04) : 695 - 704
  • [8] A Markov-Chain Monte-Carlo Technique for Probabilistic Load Flow Calculation
    Mori, Hiroyuki
    Jiang, Wenjun
    [J]. 2011 IEEE 54TH INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2011,
  • [9] Convergence of Markov-chain Monte-Carlo approaches to multiuser and MIMO detection
    Henriksen, Soren
    Ninness, Brett
    Weller, Steven R.
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2008, 26 (03) : 497 - 505
  • [10] BAYESIAN MODEL CHOICE VIA MARKOV-CHAIN MONTE-CARLO METHODS
    CARLIN, BP
    CHIB, S
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1995, 57 (03): : 473 - 484
12345