Speech Feature Extraction

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• Published Subscription 8 Jul 2015

  Speaker Identification using Hopfield Neural Network based Classifier

  By Md. Rabiul Islam, Md. Fayzur Rahman

  Abstract: The aim of this work is to enhance the performance of speaker identification using Hopfield neural network algorithm. Speech signals are collected from VALID Audio-Visual dataset and some speech signal pre-processing techniques are applied to process the speech to feed the Hopfield neural network algorithm. Filtering technique is applied to remove the noises from the speech signals. MFCC based standard speech feature extraction technique is used to extract the speech …

  Published in Journal Of Network security · Vol. 3, Issue 2, 2015 · pp. 32–35 Read article →