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Title: Speech-Based Vehicle Movement Control Solution, Journal of Telecommunications and Information Technology, 2021, nr 3

Creator:

Srivastava, Mohit ; Kaur, Gurpreet ; Kumar, Amod

Date:

2021, nr 3

Resource Type:

artykuł

Description:

The article describes a speech-based robotic prototype designed to aid the movement of elderly or handicapped individuals. Mel frequency cepstral coefficients (MFCC) are used for the extraction of speech features and a deep belief network (DBN) is trained for the recognition of commands. The prototype was tested in a real-world environment and achieved an accuracy rate of 87.4%

Publisher:

Instytut Łączności - Państwowy Instytut Badawczy

Format:

application/pdf

Resource Identifier:

ISSN 1509-4553, on-line: ISSN 1899-8852 ; oai:bc.itl.waw.pl:2198

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności

Subject and keywords:

speech recognition mel frequency cepstral coeficients deep belief networks

Object collections:

Last modified:

Oct 11, 2021

In our library since:

Oct 11, 2021

Number of object content hits:

36

All available object's versions:

https://bc.itl.waw.pl/publication/2500

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Edition name Date
Kaur, Gurpreet; Srivastava, Mohit; Kumar, Amod, Speech-Based Vehicle Movement Control Solution, Journal of Telecommunications and Information Technology, 2021, nr 3 Oct 11, 2021

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