Speaker Recognition System using Wavelet Transform under Stress Condition
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2016, Vol 4, Issue 12
Abstract
In this paper, we introduced a textdepend speaker recognition by using wavelet transform under stressed conditions. Here we compare different feature such as ARC, LAR, LPCC, MFCC, CEP and after comparison we found that LPCC provides best feature. For decompose signal at two levels Discrete Wavelet Transform is used here. Discrete Wavelet Transform (DWT) based Linear Predictive Cepstral Coefficients (LPCC) used as a feature for recognized the speaker system. For classification Vector Quantization method is used. Four different stressed data has selected for (SUSAS) i.e. stress speech data base for speaker recognition. Improvement is achieved 93% and 94% in case of Lombard and Neutral case.
Authors and Affiliations
Kshirabdhi Tanaya Biswal| Dept. of Electronics and Telecommunication Engineering Indira Gandhi Institute of Technology, Sarang, Dhenkanal, Odisha Kbiswal544@gmail.com , Janmejaya Rout| Dept. of Electronics and Telecommunication Engineering Indira Gandhi Institute of Technology, Sarang, Dhenkanal, Odisha, jrout.2006@gmail.com
Keywords
Related Articles
- EP ID EP16842
- DOI -
- Views 331
- Downloads 10
Eco-Physiological Studies On Fox Sagar Lake With Reference To Water Quality
The present paper deals with the ecological studies on Fox Sagar lake with reference to pollution. For this purpose both physicochemical and biological parameters were analysed. Fox Sagar lake is famous for its natura...
Reducing Cost of Cloud Bandwidth using Prediction-Based System
In Cloud Computing environment we designed and present PACK (Predictive ACKs), end to end traffic redundancy elimination (TRE) system called for cloud computing customers.. PACK’s main advantage is its capability o...
Indian Museums in Community Identity and Development: A Critical Study
Museums are complex institutions of integration of cultures; tangible and intangible traditions exhibit the man and nature relationship and promote education and research activities. And in elaborating manner, the M...
Fusing Local Patterns Of Gabor Magnitue For Recognition System
Face recognition is a process of analyzing (or) comparing face with the previously stored face images. Training phase involves the collection of images and checking it for the presence of noise. A testing phase is a...
Vampire Attacks: Draining Life From Wireless Adhoc Sensor Networks
Ad hoc less power wireless networks are one of the current topics in the field of security and pervasive computing. Most of the research work done before for improving the security of the networks in this area is main...