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.
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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.

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