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Although initially introduced and studied in the late 1960s and early 1970s, statistical methods of Markov source or hidden Markov modeling have become increasingly popular in the last several years. There are two strong reasons why this has occurred. First the models are very rich in mathematical structure and hence can form the theoretical basis for use… (More)

- Lawrence R. Rabiner, Biing-Hwang Juang
- Prentice Hall signal processing series
- 1993

Your use of the JSTOR archive indicates your acceptance of JSTOR's Terms and Conditions of Use, available at http://www.jstor.org/about/terms.html. JSTOR's Terms and Conditions of Use provides, in part, that unless you have obtained prior permission, you may not download an entire issue of a journal or multiple copies of articles, and you may use content in… (More)

- Biing-Hwang Juang, Lawrence R. Rabiner
- IEEE Trans. Acoustics, Speech, and Signal…
- 1990

- Lawrence R. Rabiner, Ronald W. Schafer
- Foundations and Trends in Signal Processing
- 2007

Since even before the time of Alexander Graham Bell’s revolutionary invention, engineers and scientists have studied the phenomenon of speech communication with an eye on creating more efficient and effective systems of human-to-human and human-to-machine communication. Starting in the 1960s, digital signal processing (DSP), assumed a central role in speech… (More)

- Sorin Dusan, Lawrence R. Rabiner
- INTERSPEECH
- 2006

The technique of dynamic programming for the time registration of a reference and a test pattern has found widespread use in the area of isolated word recognition. Recently, a number of variations on the basic time warping algorithm have been proposed by Sakoe and Chiba, and Rabiner, Rosenberg, and Levinson. These algorithms all assume that the test input… (More)

- Biing-Hwang Juang, Lawrence R. Rabiner
- IEEE Trans. Acoustics, Speech, and Signal…
- 1985

In this paper a signal modeling technique based upon finite mixture autoregressive probabilistic functions of Markov chains is developed and applied to the problem of speech recognition, particularly speaker-independent recognition of isolated digits. Two types of mixture probability densities are investigated: finite mixtures of Gaussian autoregressive… (More)

- Biing-Hwang Juang, Lawrence R. Rabiner, Jay G. Wilpon
- IEEE Trans. Acoustics, Speech, and Signal…
- 1987

Alstract-In a template-based speech recognition system, distortion measures that compute the distance or dissimilarity between two spectral representations have a strong influence on the performance of the recognizer. Accordingly, extensive comparative studies have been conducted to determine good distortion measures for improved recognition accuracy.… (More)

The technique of dynamic time warping for time registration of a reference and test utterance has found widespread use in the areas of speaker verification and discrete word recognition. As originally proposed, the algorithm placed strong constraints on the possible set of dynamic paths—namely it was assumed that the initial and final frames of both the… (More)