Comparative analysis of different parameters used for optimization in the process of speaker and speech recognition using deep neural network

• Main Authors: Natarajan, Sureshkumar, Al-Haddad, Syed Abdul Rahman, Ahmad, Faisul Arif, Hassan, Mohd Khair, Raja Kamil, Azrad, Syaril, Yahya, Mohammed Nawfal, Macleans, June Francis, Salvekar, Pratiksha Prashant
• Format: Conference or Workshop Item
• Published: IEEE 2022
• Online Access: http://psasir.upm.edu.my/id/eprint/37829/; https://ieeexplore.ieee.org/document/10040065
• Institution: Universiti Putra Malaysia

The process of speaker recognition in a noisy and distant environment is a difficult task as it faces numerous challenges before clean speaker speech signal reaching the microphone. While developing a deep neural network for robust functioning in extreme conditions, the selection of a perfectly comp...