scholarly journals Learning finite-state models for language understanding

1998 ◽  
Author(s):  
David Picó ◽  
Enrique Vidal
Keyword(s):  
Language Understanding ◽  
Finite State ◽  
State Models ◽  
Finite State Models

Finite-state models for speech-based search on mobile devices

2011 ◽  
Vol 17 (2) ◽  
pp. 243-264 ◽  
Author(s):  
TANIYA MISHRA ◽  
SRINIVAS BANGALORE
Keyword(s):  
Speech Recognition ◽  
Spoken Language ◽  
Search System ◽  
Language Understanding ◽  
Spoken Language Understanding ◽  
Semantic Fields ◽  
Finite State ◽  
State Models ◽  
Finite State Models ◽  
Search Index

AbstractIn this paper, we present techniques that exploit finite-state models for voice search applications. In particular, we illustrate the use of finite-state models for encoding the search index in order to tightly integrate the speech recognition and the search components of a voice search system. We show that the tight integration mutually benefits Automatic Speech Recognition and improves the search. In the second part of the paper, we discuss the use of finite-state techniques for spoken language understanding, in particular, to segment an input query into its component semantic fields so as to improve search as well as to extend the functionality of the system and be able to execute the user's request against a backend database.

Extended Finite State Models of Language (review)

Language ◽  
2001 ◽  
Vol 77 (3) ◽  
pp. 610-610
Author(s):  
Michael A. Covington
Keyword(s):  
Finite State ◽  
State Models ◽  
Finite State Models
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