Real Time Speaker Identification: An Approach to the Implementation of Real Time Speaker Identification System by Using Artificial Neural Network - Softcover

Ahmed, Boshir; Asrafi, Mahmuda

Softcover

ISBN 10: 3838386302 ISBN 13: 9783838386300

Publisher: LAP LAMBERT Academic Publishing, 2010

Synopsis

This book presents the real time speaker identification system using artificial neural network. This system takes the speech signal as its input. The input signal is then filtered to remove noise. After preprocessing, frame blocking and windowing the features are obtained using signal processing techniques. The extracted feature is then fed to the multilayer back propagation neural network as input. Thus the network is trained and creates a knowledge base for identification. The same procedures are applied for identification but the only difference is that the neural network uses the previously learned weights to calculate the output.

About this title

About the Authors

Boshir Ahmed is an Assistant Professor in the Department of Computer Science and Engineering at Rajshahi University of Engineering and Technology (RUET), Bangladesh. His research interests include Microprocessor Based System Design, Digital Communication Systems, Computer Networking, Neural Network, Digital System Design and Algorithms.

Boshir Ahmed is an Assistant Professor in the Department of Computer Science and Engineering at Rajshahi University of Engineering and Technology (RUET), Bangladesh. His research interests include Microprocessor Based System Design, Digital Communication Systems, Computer Networking, Neural Network, Digital System Design and Algorithms.

Edition details

• Publisher: LAP LAMBERT Academic Publishing
• Publication date: 2010
• Language: English
• ISBN 10: 3838386302
• ISBN 13: 9783838386300
• Binding: Paperback
• Number of pages: 68