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TO DO: Adversarial Attacks #5

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thomas-ferraz opened this issue Mar 23, 2023 · 1 comment
Open

TO DO: Adversarial Attacks #5

thomas-ferraz opened this issue Mar 23, 2023 · 1 comment
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enhancement New feature or request

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thomas-ferraz commented Mar 23, 2023 •
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  • Change code for the whole dataset
  • Spanish English, French, Galego
  • See the reference: https://arxiv.org/pdf/2210.17316.pdf
  • Maybe later do later iterative noise addition + eps as SNR parameter
  • out = model.forward(input_features=data, labels=predicted_ids) change this labels to be the ground truth.
@thomas-ferraz thomas-ferraz added the enhancement New feature or request label Mar 24, 2023
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thomas-ferraz commented Apr 23, 2023 •
edited by israfelsr
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This week tasks

  • Label: Tokenize and use the original output- @thomas-ferraz
  • 1st approach: SNR and one iteration only per attack - @israfelsr
    • Convert eps to SNR
    • Make evaluation w/ WER
      • en-us
      • fr-fr
      • es-419
      • gl-es
  • 2nd approach: iterations - @thomas-ferraz
    • do several iterations, and number of iterations
  • Experiments: English, French, Galego, Spanish - @thomas-ferraz prepare the code and @israfelsr run

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