CSCE 630: Speech Processing

Fall 2017

Instructor: Ricardo Gutierrez-Osuna
Office: 506A HRBB
Phone: 979.845.2942

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Lecture notes

Lecture slides
Introduction to Speech Processing
Speech production and perception
Organization of speech sounds
Signals and transforms
Digital filters
Short-time Fourier analysis and synthesis
Linear prediction of speech
Source estimation
Cepstral analysis
Probability, statistics, and estimation theory
Pattern recognition principles
Template matching
Hidden Markov models
Refinements for HMMs
Large vocabulary continuous speech recognition
Kaldi speech recognition system
Speaker recognition
Speech synthesis (front-end)
Speech synthesis (back end)
Prosodic modification of speech
Voice conversion

Homework assignments

Homework #