Harmonic and percussive sound separation and its application to MIR-related tasks

Studies in Computational Intelligence

Volumn 274, Issue , 2010, Pages 213-236

  Ono, Nobutaka ^a   Miyamoto, Kenichi ^a   Kameoka, Hirokazu ^a   Le Roux, Jonathan ^a   Uchiyama, Yuuki ^a   Tsunoo, Emiru ^a   Nishimoto, Takuya ^a   Sagayama, Shigeki ^a  

^a UNIVERSITY OF TOKYO   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 77949581963     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-11674-2_10     Document Type: Article

References (33)

1. http://www.music-ir.org/mirex2008/index.php
2. Uhle, C., Dittmar, C., Sporer, T.: Extraction of drum tracks from polyphonic music using independent subspace analysis. In: Proc. ICA, April 2003, pp. 843-847 (2003)
3. Helen, M., Virtanen, T.: Separation of drums from polyphonic music using non-negative matrix factorization and support vector machine. In: Proc. EUSIPCO (September 2005)
4. Itoyama, K., Goto, M., Komatani, K., Ogata, T., Okuno, H.: Integration and Adaptation of Harmonic and Inharmonic Models for Separating Polyphonic Musical Signals. In: Proc. ICASSP, April 2007, pp. 57-60 (2007)
5. Daudet, L.: A Review on Techniques for the Extraction of Transients inMusical Signals. In: Kronland-Martinet, R., Voinier, T., Ystad, S. (eds.) CMMR 2005. LNCS, vol.3902, pp. 219-232. Springer, Heidelberg (2006)
6. Csisźar, I.: I-Divergence Geometry of Probability Distributions and Minimization Problems. The Annals of Probability 3(1), 146-158 (1975)
7. Lee, D.D., Seung, H.S.: Algorithms for Non-Negative Matrix Factorization. In: Proc. NIPS, pp. 556-562 (2000)
8. Kameoka, H., Nishimoto, T., Sagayama, S.: A Multipitch Analyzer Based on Harmonic Temporal Structured Clustering. IEEE Trans. ASLP 15(3), 982-994 (2007)
9. Le Roux, J., Kameoka, H., Ono, N., de Cheveigne, A., Sagayama, S.: Single and Multiple F0 Contour Estimation Through Parametric Spectrogram Modeling of Speech in Noisy Environments. IEEE Trans. ASLP 15(4), 1135-1145 (2007)
10. Kameoka, H., Ono, N., Sagayama, S.: Auxiliary Function Approach to Parameter Estimation of Constrained Sinusoidal Model. In: Proc. ICASSP, April 2008, pp. 29-32 (2008)
11. Ono, N., Miyamoto, K., Kameoka, H., Sagayama, S.: A Real-time Equalizer of Harmonic and Percussive Components in Music Signals. In: Proc. ISMIR, Sepember 2008, pp. 139-144 (2008)
12. Ono, N., Miyamoto, K., Le Roux, J., Kameoka, H., Sagayama, S.: Separation of a Monaural Audio Signal into Harmonic/Percussive Components by Complementary Diffusion on Spectrogram. In: Proc. EUSIPCO (August 2008)
13. Goto, M., Hashiguchi, H., Nishimura, T., Oka, R.: RWC music database: Popular, classical, and jazz music databases. In: Proc. ISMIR, October 2002, pp. 287-288 (2002)
14. Kawakami, T., Nakai, M., Shimodaira, H., Sagayama, S.: Harmonization for melody using HMM. In: Proc. JHES, F-61, p. 361 (1999) (in Japanese)
15. Fujishima, T.: Real-time chord recognition of musical sound: A system using common lisp music. In: Proc. ICMC, pp. 464-467 (1999)
16. Bartsch, M.A., Wakefield, G.H.: To catch a chorus: Using chroma-based representations for audio thumbnailing. In: Proc. WASPAA, pp. 15-18 (2001)
17. Sheh, A., Ellis, D.P.W.: Chord segmentation and recognition using EM-trained hidden Markov models. In: Proc. ISMIR, pp. 183-189 (2003)
18. Bello, J.P., Pickens, J.: A robust mid-level representation for harmonic content in music signal. In: Proc. ISMIR, pp. 304-311 (2005)
19. Lee, K., Slaney, M.: Acoustic chord transcription and key extraction from audio using key-dependent HMMs trained on synthesized audio. IEEE Trans. on Audio Speech and Language Processing 16(2), 291-301 (2008)
20. http://www.music-ir.org/mirex/2008/results/ MIREX2008 overview A0.pdf
21. Uchiyama, Y., Miyamoto, K., Nishimoto, T., Ono, N., Sagayama, S.: Automatic Chord Detection Using Harmonic Sound Emphasized Chroma from Musical Acoustic Signal. In: Proc. ASJ Spring Meeting, March 2008, pp. 901-902 (2008) (in Japanese)
22. Uchiyama, Y., Nishimoto, T., Ono, N., Sagayama, S.: HMM-based Audio Chord Detection Using Harmonic Emphasizing and Fourier-Transformed Chroma. IEEE Trans. on Audio Speech and Language Processing (submitted)
23. Goto, M.: An Audio-based Real-time Beat Tracking System for Music With or Without Drum-sounds. Journal of New Music Research 30(2), 159-171 (2001)
24. Tzanetakis, G., Cook, P.: Musical genre classification of audio signals. IEEE Trans. Speech and Audio Processing 10(5), 293-302 (2002)
25. Peeters, G.: Rhythm Classification Using Spectral Rhythm Patterns. In: Proc. ISMIR, September 2005, pp. 644-647 (2005)
26. Paulus, J., Klapuri, A.: Measuring the Similarity of Rhythmic Patterns. In: Proc. ISMIR, pp. 150-156 (2002)
27. Dixon, S., Guyon, F., Widmer, G.: Towards Characterization of Music via Rhythmic Patterns. In: Proc. ISMIR, pp. 509-516 (2004)
28. Ney, H.: The Use of a One-stage Dynamic Programming Algorithm for Connected Word Recognition. In: Proc. ICASSP, pp. 263-271 (1984)
29. Tsunoo, E., Miyamoto, K., Ono, N., Sagayama, S.: Rhythmic Features Extraction from Music Acoustic Signals using Harmonic/Non-Harmonic Sound Separation. In: Proc. ASJ Spring Meeting, March 2008, pp. 905-906 (2008) (in Japanese)
30. Tsunoo, E., Ono, N., Sagayama, S.: Rhythm Map: Extraction of Unit Rhythmic Patterns and Analysis of Rhythmic Structure from Music Acoustic Signals. In: Proc. ICASSP (April 2009)
31. Goto, M., Hashiguchi, H., Nishimura, T., Oka, R.: RWC Music Database: Music Genre Database and Musical Instrument Sound Database. In: Proc. ISMIR, October 2003, pp. 229-230 (2003)
32. Tsunoo, E., Tzanetakis, G., Ono, N., Sagayama, S.: Audio Genre Classification by Clustering Percussive Patterns. In: Proc. ASJ Spring Meeting, March 2009, pp. 877-878 (2009)
33. Tsunoo, E., Tzanetakis, G., Ono, N., Sagayama, S.: Audio Genre Classification Using Percussive Pattern Clustering Combined with Timbral Features. In: Proc. ICME (June 2009)