Artículos relacionados a SPEECH RECOGNITION ON DEEP LEARNING: MATLAB

SPEECH RECOGNITION ON DEEP LEARNING: MATLAB - Tapa blanda

Siva Kumar, A. P.; Durga Akhil, K.; K, Chidananda

 
9786203471045: SPEECH RECOGNITION ON DEEP LEARNING: MATLAB
Tapa blanda
ISBN 10: 6203471046 ISBN 13: 9786203471045
Editorial: LAP LAMBERT Academic Publishing, 2021

Sinopsis

Speech Recognition using Convolution neural network, is used to recognized the words and digitize them and analyze the sound. It trains a deep learning model that detects the presence of speech commands in audio it implemented by using MATLAB. It uses a convolution neural network to train a model. The model was trained for commands and background noise. The trained model getting accuracy of 96.34% while testing the data. Define the level for audio processing and the level of identification in Hz and build an audio interface viewer that can interpret audio from your microphone. When we speak commands it detects and visualize it and we speak other than commands it shows unknown. When we not speaking anything it detecting background noise.

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2021
Idioma
Inglés
ISBN 10 
6203471046
ISBN 13 
9786203471045
Encuadernación
Tapa blanda
Número de páginas
92
Contacto del fabricante
no disponible
Persona responsable
no disponible