SPEECH RECOGNITIO ON DEEP LEARNING: Matlab - Softcover

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

Softcover

ISBN 10: 6203462578 ISBN 13: 9786203462579

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 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 micro phone. 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.D from 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.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2021
• Sprache: Englisch
• ISBN 10: 6203462578
• ISBN 13: 9786203462579
• Einband: Taschenbuch
• Anzahl der Seiten: 92
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Fastbook Publishing; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland