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All Journal JOIV : International Journal on Informatics Visualization
Sushan Poudel
Sri Ramakrishna Engineering College, Coimbatore, India
Computer Science & IT

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Speech Command Recognition using Artificial Neural Networks Sushan Poudel; Dr. R Anuradha
JOIV : International Journal on Informatics Visualization Vol 4, No 2 (2020)
Publisher : Politeknik Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30630/joiv.4.2.358

Abstract

Speech is one of the most effective way for human and machine to interact. This project aims to build Speech Command Recognition System that is capable of predicting the predefined speech commands. Dataset provided by Google’s TensorFlow and AIY teams is used to implement different Neural Network models which include Convolutional Neural Network and Recurrent Neural Network combined with Convolutional Neural Network. The combination of Convolutional and Recurrent Neural Network outperforms Convolutional Neural Network alone by 8% and achieved 96.66% accuracy for 20 labels.
Co-Authors Dr. R Anuradha