SPEECH RECOGNITION (2/2 Credits)
Learning Outcomes:
On successful completion of this course, student will be able to:
- Explain the fundamental of speech recognition
- Execute proper speech recognition experiments workflow
- Analyze the strengths and weaknesses of a system that utilizes speech technology
- Construct speech recognition system to solve real problems
Topics:
- Intro to Speech Recognition
- Phonetics
- Dialog System Overview
- Dialog System Design
- End to End dialog apporaches
- Automatic Speech Recognition
- Acoustic Modelling
- Neural Net Speech Recognition
- State of The Art Automatic Speech Recognition
- Fondation Model and SpeechBrain Training
- Text to Speech
- Text to Speech Improvement
- Project
- Introduction to Python
- Introduction to Audio and Audio Library
- MFCC
- HMM-GMM
- Wav2Vec
- Quiz 1
- Speech to Text
- Text to Speech
- Speech Recognition using CNN
- Speaker recognition using CNN
- Review
- FInal Exam
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