Quang-Khanh-Ngoc DUONG
Document Actions
INRIA funded PhD student
Supervisors: Emmanuel Vincent and Rémi Gribonval
IRISA - Campus de Beaulieu - 35042 Rennes Cedex - France
Inria email: qduong@irisa.fr
Personal email: dqkngoc@gmail.com
Personal homepage: https://sites.google.com/site/dqkngoc/home
Research interests
- Bayesian inference and statistical models for audio signal processing
- Audio source separation: Adaptive spectral and spatial covariance models for reverberant source separation
- Acoustic echo/noise cancellation: Adaptive filtering, double-talk detection
Publications
[14] E. Vincent, S. Araki, F. Theis, G. Nolte, P. Bofil, H. Sawada, A. Ozerov, V. Gowreesunker, D. Lutter, and N. Q. K. Duong, The Signal Separation Evaluation Campaign (2007-2010): Achievements and remaining challenges, Signal Processing, sumitted.
[13] N. Q. K. Duong, E. Vincent, and R. Gribonval, An acoustically-motivated spatial prior for under-determined reverberant source separation, Proc. 36th IEEE ICASSP, pp. 9-12, 2011, [Oral presentation] .
[12] N. Q. K. Duong, H. Tachibana, E. Vincent, N. Ono, R. Gribonval, and S. Sagayama, Multichannel harmonic and percussive component separation by joint modeling of spatial and spectral continuity, Proc. 36th IEEE ICASSP, pp. 205-208, 2011, .
[11] N. Q. K. Duong, E. Vincent and R. Gribonval, Under-determined reverberant audio source separation using a full-rank spatial covariance model, IEEE Transactions on Audio, Speech and Language Processing, Special Issue on Processing Reverberant Speech, Vol. 18, No. 7, pp. 1830-1840, Sep. 2010.
[10] N. Q. K. Duong, E. Vincent and R. Gribonval, Under-determined reverberant audio source separation using local observed covariance and auditory-motivated time-frequency representation, Proc. 9th Int. Conf. on Latent Variabe Analysis and Signal Separation (LVA/ICA), Lecture Notes in Computer Science, Vol. 6365/2010, pp. 73-80, Springer, Sep. 2010.
[9] S. Araki, A. Ozerov, V. Gowreesunker, H. Sawada, F. Theis, G. Nolte, D. Lutter, and N. Q. K. Duong, The 2010 signal separation campaign (SiSEC2010) - Audio source separation, Proc. Int. Conf. on Latent Variabe Analysis and Signal Separation (LVA/ICA), Vol. 6365/2010, pp. 114-122, Springer, Sep. 2010 [invited paper].
[8] S. Araki, F. Theis, G. Nolte, D. Lutter, A. Ozerov, V. Gowreesunker, H. Sawada, and N. Q. K. Duong, The 2010 signal separation campaign (SiSEC2010) - Biomedical source separation, Proc. Int. Conf. on Latent Variabe Analysis and Signal Separation (LVA/ICA), Vol. 6365/2010, pp. 123-130, Springer, Sep. 2010 [invited paper].
[7] N. Q. K. Duong, E. Vincent and R. Gribonval, Under-determined convolutive blind source separation using spatial covariance models, Proc. 35th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas-USA, Mar. 2010 [Oral presentation].
[6] S Arberet, A. Ozerov, N. Q. K Duong, E. Vincent, R Gribonval, F. Bimbot and P Vandergheynst, Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation, Proc. International Conference on Information Science, Signal Processing and their Applications (ISSPA. IEEE), Kuala Lumpur, May. 2010.
[5] N. Q. K. Duong, E. Vincent and R. Gribonval, Under-determined reverberant audio source separation using a full-rank spatial covariance model, INRIA Technical Report, (hal-00435807, version 2).
[4] N. Q. K. Duong, E. Vincent and R. Gribonval, Spatial covariance models for under-determined reverberant audio source separation, Proc. IEEE Workshop on Applications of Signal Processing
to Audio and Acoustics (WASPAA), NewYork-USA, Oct. 2009, pp. 129–132 [Oral presentation].
[3] N. Q. K. Duong, C. Park and S. H. Nam, Application of block on-line blind source separation to acoustic echo cancellation, The Journal of the Acoustical Society of Korea, Vol. 27, No. 1E, pp. 17-24, Mar. 2008.
[2] N. Q. K. Duong, C. Park and S. H. Nam, An acoustic echo canceller combined with blind source separation. Proc. Conf of the Acoustical Society of Korea., Vol.24, No.1, Aug., 2007.
[1] N. Q. K. Duong and S. H. Nam, Implementation of a basic acoustic echo cancelation, Proc. of the Korea 19th Joint Signal Processing conf., Sep. 2006.
Software and data
Software 2: Multichannel harmonic and percussive component separation for music signals
Distributed under the terms of the GNU General Public License version 3
Authors: N. Q. K. Duong, E. Vincent
Software 1: Audio source separation using full-rank spatial covariance model
Distributed under the terms of the GNU General Public License version 3
Authors: N. Q. K. Duong, E. Vincent
Data 1: Source separation in the presence of real-world background noise
Distributed under the terms of the Creative Commons Attribution-Noncommercial-ShareAlike 3.0 license
Authors: N. Q. K. Duong, N. Ito
Scientific services
Program commitee: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2011, USA
Local organizing committee: 9th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), 2010, France
Organizing committee: Second international community-based Signal Separation Evaluation Campaign (SiSEC 2010)
Review: IEEE Transaction on Audio Speech and Language Processing, 2010, 2011; European Signal Processing Conference (EUSIPCO), 2011; WASPAA 2011.
Short CV
I graduated from Posts and Telecommunications Institute of Technology (PTIT), Vietnam in 2004. From Aug. 2004 to Dec. 2006 I was System Engineer in Audio/Video Conferencing System at Visco JSC, Hanoi, Vietnam. I obtained the Master degree in Signal Processing from Paichai University, Korea in 2008 and then had a short time working as Research Engineer with Emersys corp., Korea. I am currently a PhD student at the French National Institute of Computer Science and Control (INRIA), IRISA, Rennes, France.