| Title |
HMI modelling for multimodal Lithuanian applications |
| Another Title |
Apie netiesinius reiškinius skaitmeniniuose tinkluose. |
| Authors |
Maskeliūnas, Rytis ; Ratkevičius, Kastytis |
| DOI |
10.5755/j01.itc.41.2.909 |
| Full Text |
|
| Is Part of |
Informacinės technologijos ir valdymas = Information technology and control.. Kaunas : Technologija. 2012, t. 41, Nr. 2, p. 136-142.. ISSN 1392-124X. eISSN 2335-884X |
| Keywords [eng] |
speech recognition ; voice dialog modeling ; human-machine interfaces |
| Abstract [eng] |
Spoken dialogue based human-machine interfaces (HMI) are becoming more and more widely integrated in computer applications. Speech allows doing some task easier and faster. The combination with a more traditional means of inputs and outputs - i.e. the multimodality factor becomes more and m ore important allowing wider accessibility. It is important to model and design spoken language dialog trees to imitate the natural conversations in the human-computer interactions, especially in information retrieval systems and applications. The paper presents three algorithms of HMI dialogs and the results of their experimental evaluation. The results showed that it is possible to achieve about 97% recognition accuracy in simple phrase based dialog conversations and about 93% in a very naturally sounding keyword spotting based dialogs. |
| Published |
Kaunas : Technologija |
| Type |
Journal article |
| Language |
English |
| Publication date |
2012 |
| CC license |
|
