Update Audio Poisoning Notebook

[Swanand-Kadhe]

Description

This PR updates poisoning_attack_backdoor_audio.ipynb notebook to match with the recently updated audio perturbation classes.

Related to Issue #2052 (fixed) and PR #2053 (merged).

Type of change

Please check all relevant options.

• Improvement (non-breaking)
• Bug fix (non-breaking)
• New feature (non-breaking)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

Testing

Please describe the tests that you ran to verify your changes. Consider listing any relevant details of your test configuration.

• Test A
• Test B

Test Configuration:

• OS
• Python version
• ART version or commit number
• TensorFlow / Keras / PyTorch / MXNet version

Checklist

• My code follows the style guidelines of this project
• I have performed a self-review of my own code
• I have commented my code
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes

[codecov-commenter]

Codecov Report

Merging #2089 (80e5c16) into main (0cc12f4) will increase coverage by 0.01%.
The diff coverage is n/a.

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@@            Coverage Diff             @@
##             main    #2089      +/-   ##
==========================================
+ Coverage   85.60%   85.61%   +0.01%     
==========================================
  Files         297      297              
  Lines       26515    26515              
  Branches     4867     4867              
==========================================
+ Hits        22697    22702       +5     
+ Misses       2578     2574       -4     
+ Partials     1240     1239       -1     

see 1 file with indirect coverage changes

[beat-buesser]

Hi @Swanand-Kadhe Thank you very much, looks good to me.