The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Estimation of ASR Parameterization for Interactive System
|
|
Author(s): Mohamed Hamidi (LISAC, Department of Mathematics and Computer Science FSDM, Sidi Mohamed Ben Abdellah University, Morocco), Hassan Satori (LISAC, Department of Mathematics and Computer Science FSDM, Sidi Mohamed Ben Abdellah University, Morocco), Ouissam Zealouk (LISAC, Department of Mathematics and Computer Science FSDM, Sidi Mohamed Ben Abdellah University, Morocco)and Naouar Laaidi (LISAC, Department of Mathematics and Computer Science FSDM, Sidi Mohamed Ben Abdellah University, Morocco)
Copyright: 2021
Volume: 10
Issue: 1
Pages: 13
Source title:
International Journal of Natural Computing Research (IJNCR)
DOI: 10.4018/IJNCR.2021010103
Purchase
|
Abstract
In this study, the authors explore the integration of speaker-independent automatic Amazigh speech recognition technology into interactive applications to extract data remotely from a distance database. Based on the combined interactive voice response (IVR) and automatic speech recognition (ASR) technologies, the authors built an interactive speech system to allow users to interact with the interactive system through voice commands. The hidden Markov models (HMMs), Gaussian mixture models (GMMs), and Mel frequency spectral coefficients (MFCCs) are used to develop a speech system based on the ten first Amazigh digits and six Amazigh words. The best-obtained performance is 89.64% by using 3 HMMs and 16 GMMs.
Related Content
|
Meghana Kshirsagar, Krishn Kumar Gupt, Gauri Vaidya, Conor Ryan, Joseph P. Sullivan, Vivek Kshirsagar.
© 2022.
23 pages.
|
|
B. S. Harish, M. S. Maheshan, C. K. Roopa, S. V. Aruna Kumar.
© 2021.
14 pages.
|
|
My Seddiq El Kasmi Alaoui, Said Nouh.
© 2021.
13 pages.
|
|
Mohamed Hamidi, Hassan Satori, Ouissam Zealouk, Naouar Laaidi.
© 2021.
13 pages.
|
|
C. Naveena, Shreyas Rangappa, Chethan H. K..
© 2021.
17 pages.
|
|
Sheik Abdullah A., Akash K., Bhubesh K. R. A., Selvakumar S..
© 2021.
20 pages.
|
|
Ambili Thomas, V. Lakshmi Narasimhan.
© 2021.
21 pages.
|
|
|