Data processing: speech signal processing – linguistics – language – Linguistics – Natural language
Reexamination Certificate
2011-04-26
2011-04-26
Chawan, Vijay B (Department: 2626)
Data processing: speech signal processing, linguistics, language
Linguistics
Natural language
C704S257000, C704S270100, C704S270000, C704S254000, C709S228000
Reexamination Certificate
active
07933766
ABSTRACT:
A method of generating a natural language model for use in a spoken dialog system is disclosed. The method comprises using sample utterances and creating a number of hand crafted rules for each call-type defined in a labeling guide. A first NLU model is generated and tested using the hand crafted rules and sample utterances. A second NLU model is built using the sample utterances as new training data and using the hand crafted rules. The second NLU model is tested for performance using a first batch of labeled data. A series of NLU models are built by adding a previous batch of labeled data to training data and using a new batch of labeling data as test data to generate the series of NLU models with training data that increases constantly. If not all the labeling data is received, the method comprises repeating the step of building a series of NLU models until all labeling data is received. After all the training data is received, at least once, the method comprises building a third NLU model using all the labeling data, wherein the third NLU model is used in generating the spoken dialog service.
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Gupta Narendra K.
Rahim Mazin G.
Tur Gokhan
Van der Mude Antony
AT&T Intellectual Property II L.P.
Chawan Vijay B
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