Methods and apparatus for generating dialog state conditioned language models

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United States of America Patent

PATENT NO 7853449
SERIAL NO

12057646

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Abstract

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Techniques are provided for generating improved language modeling. Such improved modeling is achieved by conditioning a language model on a state of a dialog for which the language model is employed. For example, the techniques of the invention may improve modeling of language for use in a speech recognizer of an automatic natural language based dialog system. Improved usability of the dialog system arises from better recognition of a user's utterances by a speech recognizer, associated with the dialog system, using the dialog state-conditioned language models. By way of example, the state of the dialog may be quantified as: (i) the internal state of the natural language understanding part of the dialog system; or (ii) words in the prompt that the dialog system played to the user.

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Patent Owner(s)

  • NUANCE COMMUNICATIONS, INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Dharanipragada, Satyanarayana Ossining, US 10 208
Monkowski, Michael Daniel New Windsor, US 9 572
Printz, Harry W San Francisco, US 12 685
Visweswariah, Karthik Ossining, US 44 454

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