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black hat Mitigation: MFA
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Classroom Contents
Your Voice is My Passport
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- 1 Intro
- 2 blackhat Obligatory Sneakers Reference
- 3 black hat Overview of Text to Speech (TTS)
- 4 black hat Proof of concept
- 5 black hat Open Source Text to Speech Models
- 6 black hat Model overview
- 7 black hat Tacotron v1/v2 and WaveNet
- 8 black hat Collecting Data
- 9 black hat Data Augmentation: Shifting Pitch
- 10 black hat Adding Transfer Learning
- 11 black hat Transfer Learning Demo
- 12 black hat Putting it all together
- 13 black hat Our work in perspective (ML for offense)
- 14 black hat Mitigation: MFA
- 15 black hat Mitigation: Detect CGA
- 16 Conclusions
- 17 black hat Final note
