SPEECH RECOGNITION ON DEEP LEARNING - Siva Kumar, A. P.;Durga Akhil, K.;K, Chidananda
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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…mehr

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Produktbeschreibung
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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Autorenporträt
Dr. A.P.Siva Kumar, hizo su B.Tech de JNTUH, M.Tech de JNTUA, Ph.D de JNTUA en el área de "Information Retrieval and Cross Lingual Intelligent Systems" en el año 2011. Recibió el Premio Carrer para Jóvenes Profesores (CAYT) para el año fiscal 2013-14.