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Sprint 2: Augmentation Benchmarking#897

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kiran497 wants to merge 4 commits into
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sprint2-augmentation
Open

Sprint 2: Augmentation Benchmarking#897
kiran497 wants to merge 4 commits into
mainfrom
sprint2-augmentation

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@kiran497 kiran497 commented May 2, 2026

This PR implements and evaluates selected audio augmentation techniques.

The notebook includes:

  • Baseline vs augmented dataset comparison
  • CNN-based model training
  • Performance evaluation using Accuracy and F1 score
  • Summary and final recommendations

Results indicate that noise injection provides the most consistent improvement.

@kiran497 kiran497 requested a review from mraula May 2, 2026 14:16
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