Ayaz Ahmed - Academia.edu (original) (raw)

Ayaz Ahmed

Address: Islamabad, Islamabad, Pakistan

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Papers by Ayaz Ahmed

Research paper thumbnail of Speaker recognition using artificial neural networks

This paper deals with the application of Radial Basis Function Neural Networks (RBFNNs) and Ellip... more This paper deals with the application of Radial Basis Function Neural Networks (RBFNNs) and Elliptical Basis Function Neural Networks (EBFNNs) for textindependent speaker recognition experiments. These include both closed-set and open-set speaker identification and speaker verification. The database used is a subset of the TIMIT database consisting of 60 speakers from different dialect regions. LP-derived Cepstral Coefficients (LPCC) are used as the speaker specific features. Simulation results show that EBFNN outperform RBFNN for several speaker recognition experiments.

Research paper thumbnail of Speaker recognition using artificial neural networks

This paper deals with the application of Radial Basis Function Neural Networks (RBFNNs) and Ellip... more This paper deals with the application of Radial Basis Function Neural Networks (RBFNNs) and Elliptical Basis Function Neural Networks (EBFNNs) for textindependent speaker recognition experiments. These include both closed-set and open-set speaker identification and speaker verification. The database used is a subset of the TIMIT database consisting of 60 speakers from different dialect regions. LP-derived Cepstral Coefficients (LPCC) are used as the speaker specific features. Simulation results show that EBFNN outperform RBFNN for several speaker recognition experiments.

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