On the Hidden Markov Model and Dynamic Time Warping for Speech Recognition-A Unified View
- 1 September 1984
- journal article
- website
- Published by Institute of Electrical and Electronics Engineers (IEEE) in AT&T Bell Laboratories Technical Journal
- Vol. 63 (7) , 1213-1243
- https://doi.org/10.1002/j.1538-7305.1984.tb00034.x
Abstract
This paper gives a unified theoretical view of the Dynamic Time Warping (DTW) and the Hidden Markov Model (HMM) techniques for speech recognition problems. The application of hidden Markov models in speech recognition is discussed. We show that the c...Keywords
This publication has 7 references indexed in Scilit:
- Isolated and Connected Word Recognition--Theory and Selected ApplicationsIEEE Transactions on Communications, 1981
- Distortion measures for speech processingIEEE Transactions on Acoustics, Speech, and Signal Processing, 1980
- Continuous speech recognition by statistical methodsProceedings of the IEEE, 1976
- Linear Prediction of SpeechPublished by Springer Nature ,1976
- Linear prediction: A tutorial reviewProceedings of the IEEE, 1975
- Minimum prediction residual principle applied to speech recognitionIEEE Transactions on Acoustics, Speech, and Signal Processing, 1975
- A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov ChainsThe Annals of Mathematical Statistics, 1970