Harmonic-percussive-residual sound separation using the structure tensor on spectrograms

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

Volumn 2016-May, Issue , 2016, Pages 445-449

  Fug, Richard ^a   Niedermeier, Andreas ^a   Driedger, Jonathan ^b   Disch, Sascha ^a,b   Muller, Meinard ^b  

^a FRAUNHOFER INSTITUTE FOR INTEGRATED CIRCUITS IIS   (Germany)

^b UNIVERSITY OF ERLANGEN NUREMBERG   (Germany)

Author keywords

Harmonic Percussive Residual Separation; Spectrogram; STFT; Structure Tensor

Indexed keywords

EID: 84973295093     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2016.7471714     Document Type: Conference Paper

References (20)

1. Aggelos Gkiokas, Vassilios Katsouros, George Carayannis, and Themos Stafylakis, "Music tempo estimation and beat tracking by applying source separation and metrical relations," in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2012, pp. 421-424
2. Nobutaka Ono, Kenichi Miyamoto, Hirokazu Kameoka, Jonathan Le Roux, Yuuki Uchiyama, Emiru Tsunoo, Takuya Nishimoto, and Shigeki Sagayama, "Harmonic and percussive sound separation and its application to MIR-related tasks," in Advances in Music Information Retrieval, vol. 274 of Studies in Computational Intelligence, pp. 213-236. Springer Berlin Heidelberg, 2010
3. Yushi Ueda, Yuuki Uchiyama, Takuya Nishimoto, Nobutaka Ono, and Shigeki Sagayama, "HMM-based approach for automatic chord detection using refined acoustic features," in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, Texas, USA, 2010, pp. 5518-5521
4. Nobutaka Ono, Kenichi Miyamoto, Hirokazu Kameoka, and Shigeki Sagayama, "A real-time equalizer of harmonic and percussive components in music signals," in Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Philadelphia, Pennsylvania, USA, 2008, pp. 139-144
5. Nobutaka Ono, Kenichi Miyamoto, Jonathan LeRoux, Hirokazu Kameoka, and Shigeki Sagayama, "Separation of a monaural audio signal into harmonic/percussive components by complementary diffusion on spectrogram," in European Signal Processing Conference, Lausanne, Switzerland, 2008, pp. 240-244
6. Derry Fitzgerald, "Harmonic/percussive separation using median filtering," in Proceedings of the International Conference on Digital Audio Effects (DAFX), Graz, Austria, 2010, pp. 246-253
7. Scott N. Levine and Julius O. Smith III, "A sines+transients+noise audio representation for data compression and time/pitch scale modications," in Proceedings of the AES Convention, 1998
8. Tony S. Verma and Teresa H. Y. Meng, "An analysis/ synthesis tool for transient signals that allows a flexible sines+transients+noise model for audio," in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seattle, Washington, USA, May 1998, pp. 3573-3576
9. Laurent Daudet, "Sparse and structured decompositions of signals with the molecular matching pursuit," IEEE Transactions on Audio, Speech, and Language Processing, vol. 14, no. 5, pp. 1808-1816, September 2006
10. Jonathan Driedger, Meinard Müller, and Sascha Disch, "Extending harmonic-percussive separation of audio signals," in Proceedings of the International Conference on Music Information Retrieval (ISMIR), Taipei, Taiwan, 2014, pp. 611-616
11. Jeongsoo Park and Kyogu Lee, "Harmonic-percussive source separation using harmonicity and sparsity constraints," in Proceedings of the International Conference on Music Information Retrieval (ISMIR), Málaga, Spain, 2015, pp. 148-154
12. Josef Bigun and Gösta H. Granlund, "Optimal orientation detection of linear symmetry," in Proceedings of the IEEE First International Conference on Computer Vision, London, UK, 1987, pp. 433-438
13. Hans Knutsson, "Representing local structure using tensors," in 6th Scandinavian Conference on Image Analysis, Oulu, Finland, 1989, pp. 244-251
14. Chris Harris and Mike Stephens, "A combined corner and edge detector," in Proceedings of the 4th Alvey Vision Conference, Manchester, UK, 1988, pp. 147-151
15. Rolf Bardeli, "Similarity search in animal sound databases," IEEE Transactions on Multimedia, vol. 11, no. 1, pp. 68-76, January 2009
16. Matthias Zeppelzauer, Angela S. Stöger, and Christian Breiteneder, "Acoustic detection of elephant presence in noisy environments," in Proceedings of the 2nd ACM InternationalWorkshop on Multimedia Analysis for Ecological Data, Barcelona, Spain, 2013, pp. 3-8
17. Hanno Scharr, Optimale Operatoren in der digitalen Bildverarbeitung, Dissertation, IWR, Fakultät für Physik und Astronomie, Universität Heidelberg, Heidelberg, Germany, 2000
18. Emmanuel Vincent, Rémi Gribonval, and Cédric Févotte, "Performance measurement in blind audio source separation," IEEE Transactions on Audio, Speech, and Language Processing, vol. 14, no. 4, pp. 1462-1469, 2006
19. Website, "Accompanying website: Harmonic-percussiveresidual sound separation using the structure tensor on spectrograms," www. Audiolabs-erlangen. de/resources/ MIR/2016-ICASSP-HPRST/
20. Bernhard Lehner, Gerhard Widmer, and Reinhard Sonnleitner, "On the reduction of false positives in singing voice detection," in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, 2014, pp. 7480-7484.