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Assessing differential vulnerability of original Adversarial Audio attack on different sexes + accents (English)

Home Page: https://nesl.github.io/adversarial_audio/

License: MIT License

Python 41.37% Shell 1.04% Jupyter Notebook 41.48% C++ 14.27% Starlark 1.84%

adversarial_audio's Introduction

Adversarial Speech Commands

Fork of original work by github user nesl being used to validate and expand upon results.

Requirements

Python 3.9 (3.9.7 used during our recent work) Tensorflow 2.6 (2.6.0 used during our recent work, original implementation version undocumented)

Setup

Download datset

bash download_dataset.sh

Download model:

bash download_checkpoint.sh

Attack Experiment

To run:

./run_attack.sh dataset_dir ckpts_dir limit max_iters test_size

adversarial_audio's People

Contributors

malzantot avatar websurfin avatar sab747 avatar

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