Multi-voice polyphonic music transcription using eigeninstruments

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics

Volumn , Issue , 2009, Pages 53-56

  Grindlay, Graham ^a   Ellis, Daniel P W ^a  

^a Department of Earth and Environmental Sciences   (United States)

Author keywords

Eigenmodels; Music transcription; NMF; Source separation

Indexed keywords

A-FRAMES; BASIS VECTOR; INSTRUMENT MODELS; MODEL BASED APPROACH; MUSIC TRANSCRIPTION; NON-NEGATIVE MATRIX FACTORIZATION ALGORITHMS; POLYPHONIC MUSIC; PRIOR KNOWLEDGE; SEMI-BLIND; SINGLE-CHANNEL; SOURCE SEPARATION;

AUDIO SIGNAL PROCESSING; BLIND SOURCE SEPARATION; FACTORIZATION; SIGNAL ANALYSIS; SIGNAL PROCESSING; TRANSCRIPTION;

AUDIO ACOUSTICS;

EID: 77950138969     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASPAA.2009.5346514     Document Type: Conference Paper

References (8)

1. R. Kuhn, J. Junqua, P. Nguyen, and N. Niedzielski, "Rapid speaker identification in eigenvoice space," IEEE Transactions on Speech and Audio Processing, vol. 8, no. 6, pp. 695-707, November 2000.
2. R. Weiss and D. Ellis, "Monaural speech separation using source-adapted models," in IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2007, pp. 114-117.
3. A. Klapuri, "Multiple fundamental frequency estimation based on harmonicity and spectral smoothness," IEEE Transactions on Speech and Audio Processing, vol. 11, no. 6, November 2003.
4. G. Poliner and D. Ellis, "Improving generalization for classification-based polyphonic piano transcription," in IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2007, pp. 86-89.
5. D. Lee and H. Seung, "Algorithms for non-negative matrix factorization," in Advances in Neural Information Processing Systems, 2001, pp. 556-562.
6. P. Smaragdis and J. Brown, "Non-negative matrix factorization for polyphonic music transcription," in IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2003, pp. 177-180.
7. T. Virtanen and A. Klapuri, "Analysis of polyphonic audio using source-filter model and non-negative matrix factorization," in Advances in Neural Information Processing Systems, 2006.
8. P. Smaragdis, "Non-negative matrix factor deconvolution; extraction of multiple sound sources from monophonic inputs," in International Symposium on Independent Component Analysis and Blind Signal Separation, 2004, pp. 494-499.