Course:
  Home
  Syllabus
  Lectures

Introduction:

  01: Organization
        (html, pdf)

Speech Signals:

  02: Production
        (html, pdf)

  03: Digital Models
        (html, pdf)

  04: Perception
        (html, pdf)

  05: Masking
        (html, pdf)

  06: Phonetics and Phonology
        (html, pdf)

  07: Syntax and Semantics
        (html, pdf)

Signal Processing:

  08: Sampling
        (html, pdf)

  09: Resampling
        (html, pdf)

  10: Acoustic Transducers
        (html, pdf)

  11: Temporal Analysis
        (html, pdf)

  12: Frequency Domain Analysis
        (html, pdf)

  13: Cepstral Analysis
        (html, pdf)

  14: Exam No. 1
        (html, pdf)

  15: Linear Prediction
        (html, pdf)

  16: LP-Based Representations
        (html, pdf)

  17: Spectral Normalization
        (html, pdf)

Parameterization:

  18: Differentiation
        (html, pdf)

  19: Principal Components
        (html, pdf)

  20: Linear Discriminant Analysis
        (html, pdf)

Acoustic Modeling:

  21: Dynamic Programming
        (html, pdf)

  22: Markov Models
        (html, pdf)

  23: Parameter Estimation
        (html, pdf)

  24: HMM Training
        (html, pdf)

  25: Continuous Mixtures
        (html, pdf)

  26: Practical Issues
        (html, pdf)

  27: Decision Trees
        (html, pdf)

  28: Limitations of HMMs
        (html, pdf)

Language Modeling:

  29: Formal Language Theory
        (html, pdf)

  30: Context-Free Grammars
        (html, pdf)

  31: Exam No. 2
        (html, pdf)

  32: N-Gram Models and Complexity
        (html, pdf)

  33: Smoothing
        (html, pdf)

Search:

  34: Basic Search Algorithms
        (html, pdf)

  35: Time Synchronous Search
        (html, pdf)

  36: Stack Decoding
        (html, pdf)

  37: Lexical Trees
        (html, pdf)

  38: Efficient Trees
        (html, pdf)

Miscellaneous Topics:

  39: Adaption
        (html, pdf)

  40: Exam No. 3
        (html, pdf)

  41: Discriminative Training
        (html, pdf)

  42: Neural Networks
        (html, pdf)

Summary:

  43: Scoring and Evaluation
        (html, pdf)

  44: Common Evaluation Tasks
        (html, pdf)

  45: State Of The Art
        (html, pdf)

  46: Final Exam
        (html, pdf)