Localized key finding from audio using non-negative matrix factorization for segmentation

Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007

Volumn , Issue , 2007, Pages 195-200

  Izmirli, Özgür ^a  

^a The Holleran Center for Community Action and Public Policy   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE TUNING; ANALYSIS AND CALCULATIONS; CHROMA FEATURES; ESTIMATION PROBLEM; NONNEGATIVE MATRIX FACTORIZATION; SPARSITY CONSTRAINTS;

INFORMATION RETRIEVAL; SPECTRUM ANALYSIS;

ESTIMATION;

EID: 84857473577     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. Abdallah S. A. and Plumbley M. D. "Polyphonic Transcription by Non-negative Sparse Coding of Power Spectra." Proceedings of the International Conference on Music Information Retrieval, Barcelona, Spain, 2004.
2. Bartsch, M. and Wakefield, G. H. "To Catch a Chorus: Using Chroma-Based Representations For Audio Thumbnailing, " Proceedings of the Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, NY, USA, 2001.
3. Chai, W., "Automated Analysis of Musical Structure, " Ph.D. Dissertation, MIT, 2005.
4. Chai, W. and Vercoe, B. "Detection of Key Change in Classical Piano Music, " Proceedings of the International Conference on Music Information Retrieval, London, UK, 2005.
5. Chew, E. "The Spiral Array: An Algorithm for Determining Key Boundaries, " Proceedings of the Second International Conference, ICMAI, Edinburgh, Scotland, UK, 2002.
6. Cont, A. "Realtime Multiple Pitch Observation using Sparse Non-negative Constraints, " International Symposium on Music Information Retrieval, Victoria, Canada, 2006.
7. Gómez, E. "Tonal Description of Music Audio Signals, " Ph.D. Dissertation, Pompeu Fabra University, Barcelona, 2006.
8. Goto, M. "Music Scene Description, " in Anssi Klapuri and Manuel Davy, eds., Signal Processing Methods for Music Transcription, pp.327-359, Springer, 2006.
9. Harte, C. and Sandler, M. "Automatic Chord Identification using a Quantised Chromagram, " AES 118th Convention, Barcelona, Spain, 2005.
10. Harte, C., Sandler, M., and Gasser, M. "Detecting Harmonic Change in Musical Audio, " Proceedings of AMCMM'06, Santa Barbara, California, USA, 2006.
11. Hoyer, P. O., "Non-negative Matrix Factorization with Sparseness Constraints, " Journal of Machine Learning Research, vol. 5, pp. 1457-1469, 2004.
12. Izmirli, Ö. "Template Based Key Finding from Audio, " Proceedings of the International Computer Music Conference, Barcelona, Spain, 2005.
13. Izmirli, Ö. "Tonal Similarity from Audio Using a Template Based Attractor Model, " Proceedings of the International Symposium on Music Information Retrieval, London, UK, 2005.
14. Izmirli, Ö. "Audio Key Finding Using Low-Dimensional Spaces, " Proceedings of the International Conference on Music Information Retrieval, Victoria, Canada, 2006.
15. Kostka S. and Payne D. Tonal Harmony (4th edition), Boston: McGraw Hill, 1999.
16. Lee, D. D. and Seung, H. S. "Learning the Parts of Objects by Non-negative Matrix Factorization". Nature 401, pp. 788-791, (1999).
17. Ong, B. "Structural Analysis and Segmentation of Music Signals, " Ph.D. Dissertation. Pompeu Fabra University, Barcelona, 2007.
18. Peeters, G. "Musical Key Estimation of Audio Signal Based on HMM Modeling of Chroma Vectors, " Proceedings of DAFX, McGill, Montreal, Canada, 2006.
19. Purwins, H., Blankertz, B. and Obermayer, K. "Constant Q Profiles for Tracking Modulations in Audio Data, " Proceedings of the International Computer Music Conference, Havana, Cuba, 2001.
20. Sheh A. and Ellis D. "Chord Segmentation and Recognition using EM-trained Hidden Markov Models, " Proceedings of the International Conference on Music Information Retrieval, Baltimore, Maryland, USA, 2003.
21. Shmulevich, I. and Yli-Harja, O. "Localized Key Finding: Algorithms and Applications." Music Perception, Special Issue in Tonality Induction, 17(4):531-544, 2000.
22. Smaragdis, P. and Brown, J. "Non-negative Matrix Factorization for Polyphonic Music Transcription, " Proceedings of the Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, NY, USA, 2003.
23. Temperley, D. The Cognition of Basic Musical Structures, Cambridge, MA: MIT Press, 2001.