nips nips2000 nips2000-96 nips2000-96-reference knowledge-graph by maker-knowledge-mining
Source: pdf
Author: Sam T. Roweis
Abstract: Source separation, or computational auditory scene analysis , attempts to extract individual acoustic objects from input which contains a mixture of sounds from different sources, altered by the acoustic environment. Unmixing algorithms such as lCA and its extensions recover sources by reweighting multiple observation sequences, and thus cannot operate when only a single observation signal is available. I present a technique called refiltering which recovers sources by a nonstationary reweighting (
[1]
[2] AS. Bregman. (1994) Auditory Scene Analysis. MIT Press. G. Brown & M. Cooke. (1994) Computational auditory scene analysis. Computer Speech and Language 8.
[3] D. Ellis. (1994) A computer implementation of psychoacoustic grouping rules. Proc. 12th IntI. Conf. on Pattern Recognition, Jerusalem.
[4] G. Brown & D.L. Wang. (2000) An oscillatory correlationframeworkfor computational auditory scene analysis. NIPS 12.
[5] Z. Ghalu'amani & M.l. Jordan (1997) Factorial hidden Markov models, Machine Learning 29.
[6] AP. Varga & R.K. Moore (1990) Hidden Markov model decomposition of speech and noise, IEEE Conf. Acoustics, Speech & Signal Processing (ICASSP'90).
[7] M.J.F. Gales & SJ. Young (1996) Robust continuous speech recognition using parallel model combination, IEEE Trans. Speech & Audio Processing 4.
[8] E.A. Wan & A.T. Nelson (1998) Removal of noise from speech using the dual EKF algorithm, IEEE Conf. Acoustics, Speech & Signal Processing (ICASSP'98).
[9] H. Attias, J.C. Platt & A. Acero (2001) Speech denoising and dereverberation using probabilistic models, this volume.
[10] G. Cauwenberghs (1999) Monaural separation of independent acoustical components, IEEE Symp. Circuit & Systems (ISCAS'99).
[11] W. Freeman & E. Pasztor. (1999) Markov networks for low-level vision. Mitsubishi Electric Research Laboratory Technical Report TR99-08.
[12] J. Shi & J. Malik. (1997) Normalized cuts and image segmentation. IEEE Conf. Computer Vision and Pattern Recognition, Puerto Rico (ICCV'97).