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T-61.182 Spring 2002: Neural Networks for Speech Processing
Course timetable
| Date | Topic | Presenter | Slides | Excercises |
|---|---|---|---|---|
| 17.1. | Introduction, practical issues, distributing topics | Mikko Kurimo | [ ps | HTML ] | |
| 24.1. | NO MEETING (T-61.184 conclusion) | |||
| 31.1. | NO MEETING | |||
| Fundamentals | ||||
| 7.2. | Ch 2: Speech signal characteristics pp.19-58 | Arto Teräs | [ PDF | PDF, 4 slides / page ] | 1.html |
| Ch 3a: Speech recognition (methods) pp.63-90 | Mikko Kurimo (speaker changed) | 2.html | ||
| Current Issues in Speech Recognition | ||||
| 14.2. | Ch 5a: Discriminative Training (static model) pp.159-184 | Mathias Creutz | 3 | |
| Ch 5b: Discriminative Training (temporal model) pp.185-212 | Ilkka Aho | [ PPT ] | 4.html | |
| 21.2. | Ch 6: Recurrent NNs pp.217-241 | Ramunas Girdziusas | Ask lecturer / assistant for a paper copy | |
| Ch 7: Time-Delay NNs and Hybrids pp.245-276 | Tom Bäckström | [PDF | PDF, 4 slides / page ] | 6.html | |
| 28.2. | Ch 8: Probabilistic NNs pp.281-298 | Vesa Siivola | [ PS | PDF ] | 7.html |
| Ch 9: Minimum Classification Error Training pp.307-343 | Jaakko Peltonen | [ PS | SDD | PPT ] | 8.html | |
| Current Issues in Speech Signal Processing | ||||
| 7.3. | Features for Audio-Visual Speech Recognition, focus on sections 7-8. Subsection 4.4 provides important background information. | Tobias Andersen | [ PDF ] | |
| Training mixture density HMMs with SOM and LVQ | Mikko Kurimo | [ PS | PDF ] | ||
| Project meetings | ||||
| 25.4. | Project works, short presentations | Everyone | ||
| Final project reports due to 31.05.2002. |
http://www.cis.hut.fi/Opinnot/T-61.6020/2002/timetable2002.shtml
t61182@mail.cis.hut.fi
Monday, 11-Mar-2002 13:15:31 EET