The Methodology of Speaker Identification Using Wavelet Transform and Neural Network

Ms. Swapna Banage

In this Present study, the technique of Wavelet transform and neural network were developed for speech based text-dependent speaker identification. Wavelet transform are used for feature extraction purpose and feed forward back propagation neural network is used for classification purpose. The proposed method can make an effective analysis with average identification rate.. The best recognition rate selection obtained was for FFBPNN (Feed Forward Back Propagation Neural Network).

Select Volume / Issues:

• Volume 4 Issue 3, May. 2013

Year:

2013

Type of Publication:

Article

Keywords:

Wavelet Transform; Neural Network; FFBPNN; Feature Extraction; Database

Journal:

IJECCE

Volume:

4

Number:

3

Pages:

940-943

Month:

May