Suggested Readings

University of Illinois
Linguistics
Phonetics | Phonology | Prosody
Machine Learning
Dimensionality | Generalization | Semisupervised, Bayesian, and Reinforcement Learning
Natural Language Processing
Disfluency | Language modeling | Semantics | Translation
Speech and hearing sciences
Dysarthria | Dysphonia | Hearing | Perception | Production
Speech technology
Analysis | Coding | Enhancement and recognition in noise | Synthesis | Second language acquisition | Dialog systems
Speech recognition
Audiovisual/articulatory | Acoustic features | Phonetic and bottleneck features | HMMs/SSMs | FSTs | Neural Nets | Pronunciations | Adaptation | ASR Prosody | Confidence Scoring and Evaluation


Linguistics

Phonetics

Phonology

Prosody

Machine learning, Information Theory, and Statistics

Dimensionality

Generalization

Semisupervised, Bayesian, and Reinforcement Learning

Natural Language Processing

Disfluency

Language modeling

Semantics

Translation

Speech and hearing sciences

Dysarthria

Dysphonia

Hearing

Perception

Production

Speech technology

Analysis

Coding

Enhancement and recognition in noise

Synthesis

Second language acquisition

Dialog Systems

Speech recognition

Audiovisual and articulatory

Acoustic features

Phonetic and bottleneck features

Hidden Markov and Stochastic Segment models

Finite State Transducers

Neural Nets

Pronunciations

Speaker and Language Adaptation

ASR Prosody

Confidence Scoring and Evaluation