How to Design Dialogue Scenarios and Estimate Main Dialogue Parameters for a Voice-Controlled Man-Machine Interface

In this paper we classify and analyze dialogue scenarios in automated human-machine systems with speech recognition. We take into account how to identify and correct recognition errors. Also, we evaluate and compare the scenarios according to how long the dialogue lasts, provided that the dialogue completes successfully with at least some given probability. Based on the results of our work, we formulated recommendations for developers of speech dialogue systems to choose a dialogue scenario; the actual scenario depends on how reliable the used speech blocks are. © 2019 IEEE.

Авторы
Farkhadov M.1, 2 , Petukhova N.1 , Eliseev A.1 , Farkhadova M. 3
Издательство
Institute of Electrical and Electronics Engineers Inc.
Язык
Английский
Статус
Опубликовано
Номер
8981770
Год
2019
Организации
  • 1 Automated Queuing Systems and Signal Processing, V.A. Trapeznikov Institute of Control Sciences, RAS, Moscow, Russian Federation
  • 2 Wireless Technologies Lab, MIPT, Dolgoprudny, Russian Federation
  • 3 Faculty of Russian Language and General Educational Disciplines, RUDN University, Moscow, Russian Federation
Ключевые слова
duration of the dialogue; probabilistic methods; probability of successful completion of the dialogue; scenarios and algorithms for managing speech dialogue; speech interface
Дата создания
02.11.2020
Дата изменения
02.11.2020
Постоянная ссылка
https://repository.rudn.ru/ru/records/article/record/65724/
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