Changes between Version 2 and Version 3 of Other/Summer/2022/Voice


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Timestamp:
Jun 28, 2022, 3:40:58 PM (2 years ago)
Author:
catherinemathews
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  • Other/Summer/2022/Voice

    v2 v3  
    88== Project Objective ==
    99This project aims to study the security of voice assistant systems under adversarial machine learning. Adversarial learning algorithms can generate adversarial audio samples to serve as the input of voice assistant systems, so as to fool the machine learning models in the system. In this project, students will focus on the white-box attack in the digital domain by generating adversarial samples using adversarial machine learning algorithms to attack a speaker recognition system based on X-Vector. The students will learn Python with Tensorflow Library.
     10
     11
     12== Week 1 ==
     13* Defined project goals
     14* Created plan of action for future weeks
     15
     16== Week 2 ==
     17* Read and studied paper: 'Practical Adversarial Attacks Against Speaker Recognition Systems'
     18* Changed project objectives to focus on automating drone flight and testing with the ultimate goal of automating drone flight to potentially fly with voice commands
     19* Became familiar with Yuneec Tornado H920 Pro Drone
     20
     21== Week 3 ==
     22* Began Udemy course: 'Complete Guide to Tensorflow for Deep Learning with Python'
     23* Learned how to set up the drone (charging batteries, calibrating GPS, etc)
     24* Practiced flying the drone
     25
     26== Week 4 ==
     27* Continued working on Udemy course to learn TensorFlow
     28* Changed primary drone to Holy Stone hs700d
     29
     30== Week 5 ==
     31* Completed Udemy course