Isolated Word based Spoken Dialogue System using Odia Phones

Author(s):  
Basanta Kuamr Swain ◽  
Sanghamitra Mohanty ◽  
Chiranji Lal Chowdhary

: In this research paper, we have developed a spoken dialogue system using Odia phone set. We have also added additional security feature to our developed spoken dialogue system by integrating with speaker verification module, which allows the services to only genuine users. The spoken dialogue system can give the bouquet of services relating to opening of frequently usage applications, files and folders that are either installed or stored in user’s computers. The spoken dialogue system also responds to the users in synthesized speech mode relating to the service. The spoken dialogue system can be used to keep the desktop of computer from free of clutter. We have used HMM based Odia isolated word speech recognition engine and fuzzy c-means based speaker verification module in development of spoken dialogue system. The accuracy of Odia speech recognition engine is found as 78.22 % and 62.31% for seen and unseen users respectively and the average accuracy rate of speaker verification module is found as 66.2%.

2006 ◽  
Vol 32 (3) ◽  
pp. 417-438 ◽  
Author(s):  
Diane Litman ◽  
Julia Hirschberg ◽  
Marc Swerts

This article focuses on the analysis and prediction of corrections, defined as turns where a user tries to correct a prior error made by a spoken dialogue system. We describe our labeling procedure of various corrections types and statistical analyses of their features in a corpus collected from a train information spoken dialogue system. We then present results of machine-learning experiments designed to identify user corrections of speech recognition errors. We investigate the predictive power of features automatically computable from the prosody of the turn, the speech recognition process, experimental conditions, and the dialogue history. Our best-performing features reduce classification error from baselines of 25.70–28.99% to 15.72%.


Author(s):  
Antoine Raux ◽  
Dan Bohus ◽  
Brian Langner ◽  
Alan W. Black ◽  
Maxine Eskenazi

2004 ◽  
Author(s):  
Tatsunori Asai ◽  
Shigeki Miyabe ◽  
Hiroshi Saruwatari ◽  
Kiyohiro Shikano

2009 ◽  
Author(s):  
Jonas Beskow ◽  
Jens Edlund ◽  
Björn Granström ◽  
Joakim Gustafson ◽  
Gabriel Skantze ◽  
...  

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