automatic speaker recognition using neural networks
TRANSCRIPT
Automatic Speaker Recognition Using Neural Networks
Supervised by Dr. Hussain Mahdi
MEng of Computer & Communication Systems
Department of Electronics & Computer Engineering
Yafei QuID Number: 13044656
OutlineIntroductionFeature Extraction MethodsNeural NetworksImplement & ResultsFurther WorkQuiz
Department of Electronics & Computer Engineering
IntroductionObjective A speaker recognition system with user friendly GUI is developed as the objective of this project.
Outcome Speaker recognition Text dependent Compare different combination of methods System implement
Department of Electronics & Computer Engineering
Feature Extraction MethodsMel-Frequency Capstral CoefficientsLinear Predictive CodingPerceptual Linear Predictive
Department of Electronics & Computer Engineering
Feature Extraction Methods
Department of Electronics & Computer Engineering
Gloria
Department of Electronics & Computer Engineering
Neural NetworksBack Propagation
Radial Basis Function
Department of Electronics & Computer Engineering
CombinationsFeature Extraction Neural Networks
MFCC
LPC
PLP
RBF
BP
Department of Electronics & Computer Engineering
Global Text Test Result
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Predictive Correction Rate
Department of Electronics & Computer Engineering
Back Propagation Radial Basis Function
Different orders
Department of Electronics & Computer Engineering
Back Propagation
Radial Basis Function
Interface
Department of Electronics & Computer Engineering
Further Work
Feature ExtractionNeural NetworksInterface
Department of Electronics & Computer Engineering
Any Questions?
Department of Electronics & Computer Engineering
Thank You
Department of Electronics & Computer Engineering
Yafei QuID Number: 13044656