文章基本信息

标题：Speech Enhancement Using Neural Network
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作者：Syed Minhaj Ali¹ ; Bhavna Gupta²
期刊名称：Oriental Journal of Computer Science and Technology
印刷版ISSN：0974-6471
出版年度：2011
卷号：4
期号：1
页码：165-169
出版社：Oriental Scientific Publishing Company
摘要：This paper describes a neural network speech enhancement system using Multilayer Perceptron(MLP) network and trained using the back propagation algorithm (BPA). Speech enhancement isgenerally refers to map noisy speech into cleaner speech. Noisy speech signals are obtained byadding random noise to the clean signals .Speech enhancement is then performed on the noisysignals by using the ADALINE. Here we show that neural nets can be used to significantly boostrecognition accuracy, without retraining the speech recognizer
关键词：Speech processing; adaptive neural network; MLP for Noise Reduction