Evaluating physical measures for predicting the perceived quality of blindly separated audio source signals

127th Audio Engineering Society Convention 2009

Volumn 2, Issue , 2009, Pages 964-976

  Kastner, Thorsten ^a,b  

^a UNIVERSITY OF ERLANGEN NUREMBERG   (Germany)

^b FRAUNHOFER INSTITUTE FOR INTEGRATED CIRCUITS IIS   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO QUALITY; AUDIO SIGNAL; AUDIO SOURCES; KEY FACTORS; LISTENING TESTS; MULTIPLE LINEAR REGRESSION MODELS; PERCEIVED QUALITY; PERCEPTUAL QUALITY; SOURCE SIGNALS;

ALGORITHMS; FORECASTING; LINEAR REGRESSION; SEPARATION; SIGNAL ANALYSIS;

BLIND SOURCE SEPARATION;

EID: 84866018952     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. E. Vincent, R. Gribonval, and C. Fevotte, "Performance Measurement in Blind Audio Source Separation," IEEE Transactions on Audio, Speech and Language Processing, vol. 14, pp. 1462 - 1469, July 2006.
2. E. Vincent, H. Sawada, P. Bofill, S. Makino, and J. P. Rosca, "First Stereo Audio Source Separation Evaluation Campaign: Data, Algorithms and Results," in 7th International Conference on Independent Component Analysis and Signal Separation, 2007.
3. C. Colomes, C. Schmidmer, T. Thiede, and W. C. Treurniet, "Perceptual quality assessment for digital audio: PEAQ - The new ITU standard for objective measurement of the perceived audio quality," in 17th AES Conference on High Quality Audio Coding, (Florenz, Italy), 1999.
4. P. Kabal, "An Examination and Interpretation of ITU-R BS.1387: Perceptual Evaluation of Audio Quality," tech. rep., McGill University, 2002.
5. E. Vincent, S. Araki, and P. Bofill, "The 2008 Signal Separation Evaluation Campaign: A Community-Based Approach to Large-Scale Evaluation," in 8th International Conference on Independent Component Analysis and Signal Separation, 2009.
6. ITU-R BS.1534-1, "Method for the subjective assessment of intermediate quality level of coding systems," 2003.
7. M. Lee, I. Heo, N. Choi, and K.-M. Sung, "On evaluation of blind audio source separation," in AES 34th International Conference, AES, August 2008.
8. A. Cichocki, S. Amari, K. Siwek, T. Tanaka, A. H. Phan, and R. Zdunek, "ICALAB - MATLAB Toolbox Ver. 3 for signal processing," http://www.bsp.brain.riken.jp/ICALAB/.
9. B. Fox, A. Sabin, B. Pardo, and A. Zopf, "Modeling Perceptual Similarity of Audio Signals for Blind Source Separation Evaluation," in Independent Component Analysis and Signal Separation (M. E. Davies, C. J. James, S. A. Abdallah, and M. D. Plumbley, eds.), vol. 4666 of LNCS, pp. 454-461, Springer, 2007.
10. B. Fox and B. Pardo, "Towards a Model of Perceived Quality of Blind Audio Source Separation," in IEEE International Conference on Multimedia and Expo, pp. 1898-1901, 2007.
11. J. Woodruff and B. Pardo, "Active Source Estimation for Improved Source Separation," Tech. Rep. NWU-EECS-06-01, Electrical Engineering and Computer Science Department Northwestern University, Februar 2006.
12. Ö. Yilmaz and S. Rickard, "Blind Separation of Speech Mixtures via Time-Frequency Masking," IEEE Transactions on Signal Processing, vol. Vol. 52, No7., July 2004.
13. J. Kornycky, B. Gunel, and A. Kondoz, "Comparison of subjective and objective evaluation methods for audio source separation," in Proc. Acoustics, (Paris), June 2008.
14. ITU-T P.835, "Subjective test methodology for evaluating speech communication systems that include noise suppression algorithm," 2003.
15. E. Vincent, M. G. Jafari, and M. D. Plumbley, "Preliminary Guidelines for Subjective Evaluation of Audio Source Separation Algorithms," in Proceedings of the ICA Research Network International Workshop, pp. 93-96, 2006.
16. E. Vincent, S. Araki, and P. Bofill, "SiSEC 2008," http://sisec.wiki.irisa.fr/tiki-index.php.
17. B. Grundlehner, J. Lecocq, R. Balan, and J. Rosca, "Performance Assessment Method for Speech Enhancement Systems," in The first annual IEEE BENELUX/DSP Valley Signal Processing Symposium, SPS-DARTS 2005, April.