Introduction

• Speech models (source-filter, AR, ARMA, sinusoids)
• Speech components
• Speech properties

AR Parameter Estimation

• Linear prediction
• Problems
• Other methods (MVDR, DAP, etc.)
• Statistical models
• Short- and long-term predictors
• Sparse linear predictors

Pitch Estimation

• Fundamentals, models
• Problems
• Classical estimators
• Subspace-based estimation

Analysis-by-Synthesis Modeling and Coding

• AbS fundamentals
• Speech coding (RPE, MPE, CELP)
• Matching pursuit
• Perceptual models