Changes between Version 5 and Version 6 of Other/Summer/2022/Voice


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Timestamp:
Jul 7, 2022, 4:01:04 PM (23 months ago)
Author:
catherinemathews
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  • Other/Summer/2022/Voice

    v5 v6  
    44**WINLAB Summer Internship 2022**
    55
    6 **Group Members:** Matt Kokolus, Catherine Mathews
     6**Group Members:** Matt Kokolus, Catherine Mathews, Raymond Huang, David Man
    77
    88== Project Objective ==
     
    3030== Week 5 ==
    3131* Completed Udemy course
    32 * Read three papers to understand audio preprocessing: 'Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems', 'AdvPulse: Universal, Synchronization-free, and Targeted Audio Adversarial Attacks via Sub-second Perturbations', and 'Enabling Fast and Universal Audio Adversarial Attack Using Generative Model'
     32* Read three papers to understand audio preprocessing: 'Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems', 'Adv Pulse: Universal, Synchronization-free, and Targeted Audio Adversarial Attacks via Sub-second Perturbations', and 'Enabling Fast and Universal Audio Adversarial Attack Using Generative Model'
     33
     34== Week 6 ==
     35* Researched MFCC feature extraction
     36* Worked on voice recognition model based on Google's Mini Speech Commands dataset and the convolutional neural network (CNN) architecture