ElAr :: Перегляд за автором "Laariedh, Farah"

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Recognition of Voice Commands Based on Neural Network
(TEM Journal, 2021) Lyashenko, V.; Laariedh, Farah; Sotnik, S.; Ahmad M. Ayaz
The paper considers features of voice commands pronunciation models, namely, dependence: system accuracy on number of states for phonemes; system accuracy on learning rate; accuracy of system on value of training set. A speech recognition system based on neural networks is proposed. A speech recognition system is not easy to implement and requires an understanding of speech recognition basics. The developed system is compared with Speech Recognition from Google and Pocket Sphinx. The proposed system can recognize voice commands with an accuracy of 84.4 %.
Some Interesting Features of Semantic Model in Robotic Science
(Seventh Sense Research Group, 2021) Baker, Jalal Hasan; Lyashenko, V.; Sotnik, S.; Laariedh, Farah; Mustafa, Syed Khalid; Ahmad, M. Ayaz
The present work attempts to overview semantic networks' classification and their valuable features. It is very much liable for solving knowledge management problems. The fundamental characteristics of semantic models (SM) have been discussed in a new fashion. Finally, the new technique for the construction of the robot's workspace is also explained very well due to the semantic model. It has been explained in a simple way by an algorithm and then formalized by mathematical models. The proposed work was found within a good agreement with others.