Design and development of a high performance speech recognition system

• Main Author: Yang, Song
• Other Authors: Er, Meng Joo
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: http://hdl.handle.net/10356/3840
• Institution: Nanyang Technological University

This thesis presents the design and development of a single-layer perceptron neural network-based speech recognition system with a new approach towards speech feature transformation. The proposed State Transmission Matrix (STM) is able to address temporal pattern recognition problems arising from dy...