Polyphonic audio-to-score alignment based on Bayesian latent harmonic allocation hidden Markov model

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2011, Pages 185-188

  Maezawa, Akira ^a   Okuno, Hiroshi G ^a   Ogata, Tetsuya ^a   Goto, Masataka ^b  

^a KYOTO UNIVERSITY   (Japan)

^b NATIONAL INSTITUTE OF ADVANCED INDUSTRIAL SCIENCE AND TECHNOLOGY AIST   (Japan)

Author keywords

Audio to score alignment; Variational Bayes inference

Indexed keywords

ALIGNMENT ACCURACY; ALIGNMENT METHODS; AUDIO-TO-SCORE ALIGNMENT; BAYESIAN METHODS; CRITICAL PROBLEMS; DYNAMIC TIME WARPING; MUSIC PERFORMANCE; SIGNAL MODELS; VARIATIONAL BAYES; VARIATIONAL-BAYES METHOD;

ALIGNMENT; BAYESIAN NETWORKS; COMPUTER MUSIC; HIDDEN MARKOV MODELS; MAXIMUM LIKELIHOOD; SIGNAL PROCESSING; SPEECH COMMUNICATION;

AUDIO ACOUSTICS;

EID: 80051603530     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5946371     Document Type: Conference Paper

References (21)

1. K. Itoyama et al., "Integration and Adaptation of Harmonic and Inharmonic Models for Separating Polyphonic Musical Signals," in ICASSP, Apr. 2007, pp. I-57-I-60.
2. Y. Han and C. Raphael, "Desoloing Monaural Audio Using Mixture Models," in ISMIR, 2007, pp. 145-148.
3. A. Maezawa et al., "Query-By-Conducting: An Interface to retrieve classical-music interpretations by real-time tempo input," in ISMIR, 2010, pp. 477-482.
4. A. Maezawa et al., "Bowed String Sequence Estimation of a Violin Based on Adaptive Audio Signal Classification and Context-Dependent Error Correction," in ISM, 2009, pp. 9-16.
5. A. Maezawa et al., "Violin Fingering Estimation Based on Violin Pedagogical Fingering Model Constrained by Bowed Sequence Estimation from Audio," in IEA/AIE, 2010.
6. M. Molina-solana et al., "Evidence for pianist-specific rubato style in chopin nocturnes," in ISMIR, 2010, pp. 225-230.
7. C. S. Sapp, "Comparative analysis of multiple musical performances," in ISMIR, 2007, pp. 2-5.
8. K. Yoshii and M. Goto, "Infinite Latent Harmonic Allocation: A nonparametric Bayesian approach to multipitch analysis," in ISMIR, 2010, pp. 309-314.
9. C. Joder et al., "An improved hierarchical approach for music-to-symbolic score alignment," in ISMIR, 2010, pp. 39-44.
10. R. Macrae and S. Dixon, "Accurate real-time windowed time warping," in ISMIR, 2010, pp. 423-428.
11. B. Niedermayer et al., "A multi-pass algorithm for accurate audio-to-score alignment," in ISMIR, 2010, pp. 417-422.
12. N. Orio et al., "Score Following : State of the Art and New Developments," in NIME, 2003, pp. 36-41.
13. N. Hu et al., "Polyphonic audio matching and alignment for music retrieval," in WASPAA, 2003, pp. 185-188.
14. M. Muller and S. Ewert, "Towards Timbre-Invariant Audio Features for Harmony-Based Music," IEEE TASLP, vol. 18, no. 3, pp. 649-662, Mar. 2010.
15. M. Muller and F. Kurth, "Enhancing similarity matrices for music audio analysis," in ICASSP, 2006, pp. 9-12.
16. C. Raphael, "A Hybrid Graphical Model for Aligning Polyphonic Audio with Musical Scores," in ISMIR, 2004, pp. 387-394.
17. A.T. Peeling, P. Cemgil and S. Godsill, "A Probabilistic Framework for Matching Music Representations," in ISMIR, 2007, pp. 267-272.
18. T. Yoshioka et al., "Dereverberation by using time-variant nature of speech production system," EURASIP J. Adv. Signal Process, vol. 2007, no. 2, pp. 6-6, 2007.
19. M. J. Beal, Variational Algorithms for Approximate Bayesian Inference, Ph.D. thesis, University College London, 2003.
20. M. Goto, "Development of the RWCMusic Database," in Int'l Congress on Acoustics, 2004, vol. I, pp. 553-556.
21. M. Goto, "AIST Annotation for the RWC Music Database," in ISMIR, 2006, pp. 359-360.