Vietnamese Speech Command Recognition using Recurrent Neural Networks
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2019, Vol 10, Issue 7
Abstract
Voice control is an important function in many mobile devices, in a smart home, especially in providing people with disabilities a convenient way to communicate with the device. Despite many studies on this problem in the world, there has not been a formal study for the Vietnamese language. In addition, many studies did not offer a solution that can be expanded easily in the future. During this study, a dataset of Vietnamese speech commands is labeled and organized to be shared with community of general language research and Vietnamese language study in particular. This paper provides a speech collection and processing software. This study also designs and evaluates Recurrent Neural Networks to apply it to the data collected. The average recognition accuracy on the set of 15 commands for controlling smart home devices is 98.19%.
Authors and Affiliations
Phan Duy Hung, Truong Minh Giang, Le Hoang Nam, Phan Minh Duong
Keywords
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- EP ID EP611261
- DOI 10.14569/IJACSA.2019.0100728
- Views 79
- Downloads 0
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