Introduction to Speech Recognition
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01. Intro
02. Challenges in ASR
03. Signal Analysis
04. References: Signal Analysis
05. Quiz: FFT
06. Feature Extraction with MFCC
07. References: Feature Extraction
08. Quiz: MFCC
09. Phonetics
10. References: Phonetics
11. Quiz: Phonetics
12. Voice Data Lab Introduction
13. Lab: Voice Data
14. Acoustic Models and the Trouble with Time
15. HMMs in Speech Recognition
16. Language Models
17. N-Grams
18. Quiz: N-Grams
19. References: Traditional ASR
20. A New Paradigm
21. Deep Neural Networks as Speech Models
22. Connectionist Tempora Classification (CTC)
23. References: Deep Neural Network ASR
24. Outro
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02. Challenges in ASR
Challenges in ASR
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