SPEECH RECOGNITION ON DEEP LEARNING: MATLAB - Softcover

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

 
9786203471045: SPEECH RECOGNITION ON DEEP LEARNING: MATLAB
Softcover
ISBN 10: 6203471046 ISBN 13: 9786203471045
Verlag: LAP LAMBERT Academic Publishing, 2021

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Dr.A.P.Siva Kumar, Did his B.Tech from JNTUH, M.Tech from JNTUA, Ph.Dfrom JNTUA in area of "Information Retrieval and Cross Lingual Intelligent Systems"in Year 2011. Recipient of Carrer Award for Young Teachers (CAYT) for the Financial Year 2013-14.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
6203471046
ISBN 13 
9786203471045
Einband
Taschenbuch
Anzahl der Seiten
92
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Presses Academiques Francophones
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
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Lettland