Speech Recognition
Course will address preprocessing and feature extraction for speech phoneme models, decoding, lexicon and language models, and recognition and retrieval of continuous speech.
Schedule:
–
Teaching time:
Daytime
Location:
Espoo
Topic:
Information and communications technology
Form of learning:
On-campus
Online
Provider:
Aalto University, FITech
Level:
Advanced
Credits:
5 By Aalto University (ECTS)
Fee:
Free of charge
Target group and prerequisites
Basic engineering mathematics and probability concept.
Course description
Course contents
- Preprocessing and feature extraction for speech phoneme models
- Decoding
- Lexicon and language models
- Recognition and retrieval of continuous speech
After completing the course you will have become familiar with speech recognition methods and applications. Additionally, you will have learned to understand the structure of a typical speech recognition system and to know how to construct one in practice.
