From Speech Recognition to Spoken Language Understanding: The Development of the MIT SUMMIT and VOYAGER Systems

Spoken language is one of the most natural, efficient, flexible, and economical means of communication among humans. As computers play an ever increasing role in our lives, it is important that we address the issue of providing a graceful human-machine interface through spoken language. In this paper, we will describe our recent efforts in moving beyond the scope of speech recognition into the realm of spoken-language understanding. Specifically, we report on the development of an urban navigation and exploration system called VOYAGER, an application which we have used as a basis for performing research in spoken-language understanding.

[1]  Victor Zue,et al.  The Collection and Preliminary Analysis of a Spontaneous Speech Database , 1989, HLT.

[2]  James Glass,et al.  The SUMMIT speech recognition system: phonological modelling and lexical access , 1990, International Conference on Acoustics, Speech, and Signal Processing.

[3]  Richard M. Schwartz,et al.  The N-Best Algorithm: Efficient Procedure for Finding Top N Sentence Hypotheses , 1989, HLT.

[4]  Victor Zue,et al.  The VOYAGER Speech Understanding System: A Progress Report , 1989, HLT.

[5]  Stephanie Seneff,et al.  TINA: A Probabilistic Syntactic Parser for Speech Understanding Systems , 1989, HLT.

[6]  S. Seneff A joint synchrony/mean-rate model of auditory speech processing , 1990 .

[7]  James Glass,et al.  The VOYAGER speech understanding system: preliminary development and evaluation , 1990, International Conference on Acoustics, Speech, and Signal Processing.

[8]  Frank K. Soong,et al.  A Tree.Trellis Based Fast Search for Finding the N Best Sentence Hypotheses in Continuous Speech Recognition , 1990, HLT.

[9]  James R. Glass Finding acoustic regularities in speech: applications to phonetic recognition , 1988 .

[10]  Victor Zue,et al.  Recent Progress on the VOYAGER System , 1990, HLT.

[11]  Victor W. Zue,et al.  Phonetic classification using multi-layer perceptrons , 1990, International Conference on Acoustics, Speech, and Signal Processing.

[12]  James Glass,et al.  Acoustic segmentation and phonetic classification in the SUMMIT system , 1988, International Conference on Acoustics, Speech, and Signal Processing,.