Vowel Recognition using Neural Networks
作者： Vahideh Sadat Sadeghi , Khashayar Yaghmaie
DOI:
关键词:
摘要: Summary Speech recognition techniques have been developed dramatically in recent years. Nevertheless, errors caused by environmental noise are still a serious problem recognition. Employing algorithms to detect and follow the motion of lips widely used improve performance speech algorithms. This paper presents novel technique recognize vowels. Lip features extracted using combined method as input parameters neural network system for Accuracy proposed is verified it 6 main Farsi
ijcsns.org 参考文章(11)
Linda G. Shapiro, Robert M. Haralock, Computer and Robot Vision Addison-Wesley Longman Publishing Co., Inc.. ,(1991)
T.El. Tobely, N. Tsuruta, M. Amamiya, Online speech-reading system for Japanese language international conference on neural information processing. ,vol. 3, pp. 1188- 1193 ,(2002) , 10.1109/ICONIP.2002.1202809
David M. W. Powers, Trent W. Lewis, Lip feature extraction using red exclusion VIP '00 Selected papers from the Pan-Sydney workshop on Visualisation - Volume 2. pp. 61- 67 ,(2000)
Alex Waibel, Modular construction of time-delay neural networks for speech recognition Neural Computation. ,vol. 1, pp. 39- 46 ,(1989) , 10.1162/NECO.1989.1.1.39
P. Teissier, J. Robert-Ribes, J.-L. Schwartz, A. Guerin-Dugue, Comparing models for audiovisual fusion in a noisy-vowel recognition task IEEE Transactions on Speech and Audio Processing. ,vol. 7, pp. 629- 642 ,(1999) , 10.1109/89.799688
T. Shinchi, Y. Maeda, K. Sugahara, R. Konishi, Vowel recognition according to lip shapes by using neural network international joint conference on neural network. ,vol. 3, pp. 1772- 1777 ,(1998) , 10.1109/IJCNN.1998.687125
J. B. Macqueen, Some methods for classification and analysis of multivariate observations Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Volume 1: Statistics. ,vol. 1, pp. 281- 297 ,(1967)
B.P. Yuhas, M.H. Goldstein, T.J. Sejnowski, R.E. Jenkins, Neural network models of sensory integration for improved vowel recognition Proceedings of the IEEE. ,vol. 78, pp. 1658- 1668 ,(1990) , 10.1109/5.58349
S. Nakamura, Statistical multimodal integration for audio-visual speech processing IEEE Transactions on Neural Networks. ,vol. 13, pp. 854- 866 ,(2002) , 10.1109/TNN.2002.1021886
B.P. Yuhas, M.H. Goldstein, T.J. Sejnowski, Integration of acoustic and visual speech signals using neural networks IEEE Communications Magazine. ,vol. 27, pp. 65- 71 ,(1989) , 10.1109/35.41402