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Code, datasets, and models for the paper "A Multiversion Programming Inspired\\Approach to Detecting Audio Adversarial Examples"

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MVP-Ears: MVP-inspired audio AE detector

This project is licensed under the terms of the GNU General Public License v3.0.

The repo contains the code, datasets, and models for the paper "A Multiversion Programming Inspired Approach to Detecting Audio Adversarial Examples"

  1. Check "Summary_of_experiment_dataset_and_its_download_link.txt" and download audio files to do recognition. Please refer to "Scripts/Recognition/README.md". (For your convenience, the transcription of each audio file by each ASR are collected and organized for each experiment and placed in the corresponding subdirectories inside "Scripts" directory.)
  2. Follow "Scripts/README.md" to conduct the experiments reported in the DSN paper.
  3. The experiment results reported in the DSN paper are stored in "Experiment-Result" direcotory.

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Code, datasets, and models for the paper "A Multiversion Programming Inspired\\Approach to Detecting Audio Adversarial Examples"

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  • Python 74.1%
  • Shell 25.9%