All Issue

2022 Vol.41, Issue 3 Preview Page

Research Article

31 May 2022. pp. 326-334
T. Virtanen, R. Singh, and B. Raj, Techniques for Noise Robustness in Automatic Speech Recognition (John Wiley & Sons, New York, 2012), pp. 109-154. 10.1002/9781118392683
M. Ẅolfel and J. McDonoug, Distant Speech Recognition (John Wiley & Sons, New York, 2009), pp. 387-491.
J. Droppo and A. Acero. Environmental Robustness (Springer, Heidelberg, 2008), pp. 653-680. 10.1007/978-3-540-49127-9_33
M. Kim and H.-M. Park, "Efficient online target speech extraction using DOA-constrained independent component analysis of stereo data for robust speech recognition," Signal Processing, 117, 126-137 (2015). 10.1016/j.sigpro.2015.04.022
L. Albera, "Independent component analysis and applications," Handbook of Blind Source Separation: Independent Component Analysis and Applications, edited by P. Comon and C. Jutten (Academic press, Kidlington, 2010).
S. Haykin, Unsupervised Adaptive Filtering, volume 1: Blind Source Separation (John Wiley & Sons, New York, 2000), pp. 238-258.
A. Hyv̈arinen, J. Karhunen, and E. Oja, Independent Component Analysis and Blind Source Separation (John Wiley & Son, New York, 2001), pp. 4-42. 10.1002/0471221317
Y. Takahashi, T. Takatani, K. Osako, H. Saruwatari, and K. Shikano, "Blind spatial subtraction array for speech enhancement in noisy environment," IEEE Transactions on Audio, Speech, and Language Processing, 17, 650-664 (2009). 10.1109/TASL.2008.2011517
F. Nesta and M. Matassoni, "Blind source extraction for robust speech recognition in multisource noisy environments," Computer Speech and Language, 27, 703-725 (2013). 10.1016/j.csl.2012.08.001
M. El Rhabi, H. Fenniri, A. Keziou, and E. Moreau, "A robust algorithm for convolutive blind source separation in presence of noise," Signal Processing, 93, 818-827 (2013). 10.1016/j.sigpro.2012.09.026
T. Kim, H. T. Attias, S.-Y. Lee, and T.-W. Lee, "Blind source separation exploiting higher-order frequency dependencies," IEEE Transactions on Audio, Speech, and Language Processing, 15, 70-79 (2007). 10.1109/TASL.2006.872618
T. Kim, "Real-time independent vector analysis for convolutive blind source separation," IEEE Transactions on Circuits and Systems I: Regular Papers, 57, 1431-1438 (2010). 10.1109/TCSI.2010.2048777
M. Oh and H.-M. Park, "Blind source separation based on independent vector analysis using feed-forward network," Neurocomputing, 74, 3713-3715 (2011). 10.1016/j.neucom.2011.06.008
I. Lee, G.-J. Jang, and T.-W. Lee, "Independent vector analysis using densities represented by chain-like overlapped cliques in graphical models for separation of convolutedly mixed signals," Electronics Letters, 45, 710-711 (2009). 10.1049/el.2009.0945
C.-H. Choi, W. Chang, and S.-Y. Lee, "Blind source separation of speech and music signals using harmonic frequency dependent independent vector analysis," Electronics Letters, 48, 124-125 (2012). 10.1049/el.2011.3215
N. Ono, "Stable and fast update rules for independent vector analysis based on auxiliary function technique," Proc. IEEE WASPAA, 189-192 (2011). 10.1109/ASPAA.2011.6082320
N. Ono, "Auxiliary-function-based independent vector analysis with power of vector-norm type weighting functions," Proc. APSIPA, 1-4 (2012).
D. D. Lee and H. S. Seung, "Learning the parts of objects by non-negative matrix factorization," Nature, 401, 788 (1999). 10.1038/4456510548103
D. D. Lee and H. S. Seung, "Algorithms for non- negative matrix factorization," Advances in Neural Information Processing Systems, 13, 556-562 (2001).
D. Kitamura, N. Ono, H. Sawada, H. Kameoka, and H. Saruwatari, "Efficient multichannel nonnegative matrix factorization exploiting rank-1 spatial model," Proc. IEEE ICASSP, 276-280 (2015). 10.1109/ICASSP.2015.7177975
D. Kitamura, N. Ono, H. Sawada, H. Kameoka, and H. Saruwatari, "Determined blind source separation unifying independent vector analysis and nonnegative matrix factorization," IEEE/ACM TASLP, 24, 1622- 1637 (2016). 10.1109/TASLP.2016.2577880
U.-H. Shin and H.-M. Park, "Auxiliary-function-based independent vector analysis using generalized inter- clique dependence source models with clique variance estimation," IEEE Access, 8, 68103-68113 (2020). 10.1109/ACCESS.2020.2985842
A. R. Ĺopez, N. Ono, U. Remes, K. Palom̈aki, and M. Kurimo, "Designing multichannel source separation based on single-channel source separation," Proc. IEEE ICASSP, 469-473 (2015).
Z. Koldovsḱy, P. Tichavsḱy, and V. Kautsk, "Orthogonally constrained independent component extraction: Blind MPDR beamforming," Proc. EUSIPCO, 1155- 1159 (2017). 10.23919/EUSIPCO.2017.8081389
T. Kounovsḱy, Z. Koldovsky, and J. Cmejla, "Recursive and partially supervised algorithms for speech enhancement on the basis of independent vector extraction," Proc. IWAENC, 401-405 (2018). 10.1109/IWAENC.2018.8521399
J.-F. Cardoso, "Multidimensional independent component analysis," Proc. IEEE ICASSP, 4, 1941-1944 (1998).
D. FitzGerald, M. Cranitch, and E. Coyle, "Non- negative tensor factorisation for sound source separation," Proc. Irish Signals and Systems Conf. 8-12 (2005). 10.1049/cp:20050279
J. Heymann, L. Drude, and R. Haeb-Umbach, "Neural network based spectral mask estimation for acoustic beamforming," Proc. IEEE ICASSP, 196-200 (2016). 10.1109/ICASSP.2016.7471664
A. Schwarz and W. Kellermann, "Coherent-to-diffuse power ratio estimation for dereverberation," IEEE/ ACM Transactions on Audio, Speech, and Language Processing, 23, 1006-1018 (2015). 10.1109/TASLP.2015.2418571
R. Lee, M.-S. Kang, B.-H. Kim, K.-H. Park, S. Q. Lee, and H.-M. Park, "Sound source localization based on gcc-phat with diffuseness mask in noisy and reverberant environments," IEEE Access, 8, 7373-7382 (2020). 10.1109/ACCESS.2019.2963768
J. Caroselli, I. Shafran, A. Narayanan, and R. Rose, "Adaptive multichannel dereverberation for automatic speech recognition," Proc. Interspeech, 3877-3881 (2017). 10.21437/Interspeech.2017-1791
B. J. Cho, J.-M. Lee, and H.-M. Park, "A beamforming algorithm based on maximum likelihood of a complex gaussian distribution with time-varying variances for robust speech recognition," IEEE Signal Processing Letters, 26, 1398-1402 (2019). 10.1109/LSP.2019.2932848
E. Vincent, S. Watanabe, A. A. Nugraha, J. Barker, and R. Marxer, "An analysis of environment, microphone and data simulation mismatches in robust speech recognition," Computer Speech & Language, 46, 535-557 (2017). 10.1016/j.csl.2016.11.005
J. Barker, R. Marxer, E. Vincent, and S. Watanabe, "The third "CHiME" speech separation and recognition challenge: Dataset, task and baselines," Proc. IEEE Workshop on ASRU, 504-511 (2015). 10.1109/ASRU.2015.740483726035872
T. Higuchi, N. Ito, T. Yoshioka, and T. Nakatani, "Robust MVDR beamforming using time-frequency masks for online/offline ASR in noise," Proc. IEEE ICASSP, 5210-5214 (2016). 10.1109/ICASSP.2016.7472671
O. L. Frost, "An algorithm for linearly constrained adaptive array processing," Proceedings of the IEEE, 60, 926-935 (1972). 10.1109/PROC.1972.8817
  • Publisher :The Acoustical Society of Korea
  • Publisher(Ko) :한국음향학회
  • Journal Title :The Journal of the Acoustical Society of Korea
  • Journal Title(Ko) :한국음향학회지
  • Volume : 41
  • No :3
  • Pages :326-334
  • Received Date :2022. 03. 21
  • Revised Date :2022. 05. 03
  • Accepted Date : 2022. 05. 11