AUTOMATIC ALIGNMENT OF MAP TASK DIALOGS USING WFSTS

作者: D. Caseiro , F.M. Silva , Rua Alves Redol , C. Viana

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摘要: The goal of this work is the automatic alignment a map task dialog corpus collected for European Portuguese. Coral has been orthographically labeled, however off-the-shelf techniques do not because large amount cross-talk and pronunciation variation. This paper addresses these two issues. problem dealt with by using pre-processing stage channel separation, which proved specially advantageous in overlapping speaker turns. variation was addressed including alternative rules procedure. based on WFSTs sense that its search space defined distribution-to-word (or distributionto-phone) transducer. Despite many limitations, such as inadequacy our current acoustic phone models terms voice quality changes (such laughing), aligner sufficiently robust demonstrated feasibility implementation.

参考文章(7)
Hugo Meinedo, João Paulo Neto, Combination of acoustic models in continuous speech recognition hybrid systems. conference of the international speech communication association. pp. 931- 934 ,(2000)
Christian Jutten, Jeanny Herault, Blind separation of sources, Part 1: an adaptive algorithm based on neuromimetic architecture Signal Processing. ,vol. 24, pp. 1- 10 ,(1991) , 10.1016/0165-1684(91)90079-X
B. Widrow, J.R. Glover, J.M. McCool, J. Kaunitz, C.S. Williams, R.H. Hearn, J.R. Zeidler, Jr. Eugene Dong, R.C. Goodlin, Adaptive noise cancelling: Principles and applications Proceedings of the IEEE. ,vol. 63, pp. 1692- 1716 ,(1975) , 10.1109/PROC.1975.10036
Noboru Murata, Shiro Ikeda, Andreas Ziehe, An approach to blind source separation based on temporal structure of speech signals Neurocomputing. ,vol. 41, pp. 1- 24 ,(2001) , 10.1016/S0925-2312(00)00345-3
L. Parra, C. Spence, Convolutive blind separation of non-stationary sources IEEE Transactions on Speech and Audio Processing. ,vol. 8, pp. 320- 327 ,(2000) , 10.1109/89.841214
S. Van Gerven, D. Van Compernolle, Signal separation by symmetric adaptive decorrelation: stability, convergence, and uniqueness IEEE Transactions on Signal Processing. ,vol. 43, pp. 1602- 1612 ,(1995) , 10.1109/78.398721
Ali Mansour, Blind Separation of Sources Exposé invité au Venture Business Laboratory (VBL). ,(1999)