Recognition of Voice Commands Based on Neural Network

Публікація:
Recognition of Voice Commands Based on Neural Network

dc.contributor.author	Lyashenko, V.
dc.contributor.author	Laariedh, Farah
dc.contributor.author	Sotnik, S.
dc.contributor.author	Ahmad M. Ayaz
dc.date.accessioned	2021-07-03T13:48:10Z
dc.date.available	2021-07-03T13:48:10Z
dc.date.issued	2021
dc.description.abstract	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 %.	uk_UA
dc.identifier.citation	Lyashenko V., Laariedh F., Sotnik S., Ayaz Ah. M. Recognition of Voice Commands Based on Neural Network // TEM Journal. – 2021. – Vol. 10(2). – P. 583‐591.	uk_UA
dc.identifier.issn	2217‐8309
dc.identifier.uri	https://openarchive.nure.ua/handle/document/16764
dc.language.iso	en	uk_UA
dc.publisher	TEM Journal	uk_UA
dc.subject	Intelligent System	uk_UA
dc.subject	recognition	uk_UA
dc.title	Recognition of Voice Commands Based on Neural Network	uk_UA
dc.type	Article	uk_UA
dspace.entity.type	Publication