Monaural music source separation: Nonnegativity, sparseness, and shift-invariance

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3889 LNCS, Issue , 2006, Pages 617-624

  Kim, Minje ^a   Choi, Seungjin ^a  

^a Pohang University of Science and Technology (POSTECH)   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

BLIND SOURCE SEPARATION; HARMONIC ANALYSIS; MUSICAL INSTRUMENTS;

MUSIC SOURCE SEPARATION; NONNEGATIVITY; SHIFT-INVARIANCE; SPARSENESS;

COMPUTER MUSIC;

EID: 33745711481     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11679363_77     Document Type: Conference Paper

References (12)

1. Lee, D.D., Seung, H.S.: Learning the parts of objects by non-negative matrix factorization. Nature 401 (1999) 788-791
2. Smaragdis, P.: Non-negative matrix factor deconvolution: Extraction of multiple sound sources from monophonic inputs. In: Proc. Int'l Conf. Independent Component Analysis and Blind Signal Separation, Granada, Spain (2004) 494-499
3. Plumbley, M.D., Abdallah, S.A., Bello, J.P., Davies, M.E., Monti, G., Sandler, M.B.: Automatic transcription and audio source separation. Cybernetics and Systems (2002) 603-627
4. Smaragdis, P., Brown, J.C.: Non-negative matrix factorization for polyphonic music transcription. In: Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, NY (2003) 177-180
5. Abdallah, S.A., Plumbley, M.D.: Polyphonic music transcription by non-negative sparse coding of power spectra. In: Proc. Int'l Conf. Music Information Retrieval, Barcelona, Spain (2004) 318-325
6. Helén, M., Virtanin, T.: Separation of drums from polyphonic music using non-negative matrix factorization and support vector machine. In: Proc. European Signal Processing Conference, Antalaya, Turkey (2005)
7. Cho, Y.C., Choi, S.: Nonnegative features of spectro-temporal sounds for classfication. Pattern Recognition Letters 26 (2005) 1327-1336
8. Eggert, J., Wersing, H., Körner, E.: Transformation-invariant representation and NMF. In: Proc. Int'l Joint Conf. Neural Networks. (2004)
9. Kim, M., Choi, S.: On spectral basis selection for single channel polyphonic music separation. In: Proc. Int'l Conf. Artificial Neural Networks. Volume 2., Warsaw, Poland, Springer (2005) 157-162
10. FitzGerald, D., Cranitch, M., Coyle, E.: Generalised prior subspace analysis for polyphonic pitch transcription. In: Proc. Int'l Conf. Digital Audio Effects. (2005)
11. Hoyer, P.O.: Non-negative matrix factorization with sparseness constraints. Journal of Machine Learning Research 5 (2004) 1457-1469
12. Ru, P., Chi, T., Shamma, S.: NSL Toolbox (1997)