TTKK Opinto-opas
80533 Hahmon- ja puheentunnistus, 3,0 ov
Pattern and speech recognition, 3,0 cu
KONSTA KOPPINEN
Lectures 28 h. Exercises 28 h.
| Viikottainen Opetus / Periodi |
S1 | S2 | K1 | K2 | Kesä |
|---|
| Luennot (h) | - | - |
2+ | 2 | - |
|---|
| Harjoitukset (h) | - | - |
2+ | 2 | - |
|---|
Luentoaika ja -paikka
Thursdays at 12-14 in TB224.
Sisältö
Basic methods for constructing recognizers such as linear decision
functions,
clustering, Bayesian classifiers, neural networks.
Details of speech recognizers: feature extraction, hidden Markov models
(HMMs), language models.
Tutkintovaatimukset
Exam and exercises.
Kirjallisuus
Introduction to Statistical Pattern Recognition , K. Fukunaga, Academic
Press,
1990. Fundamentals of Speech Recognition, L. Rabiner,
B-H. Juang, Prentice Hall, 1993.
Vaadittavat esitiedot
80508 Introduction to Signal Processing I.
Suositeltavat esitiedot
8005415 Methods in Speech Processing.