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audio-authentication

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KaushiML3 / Numerical-audio-authentication-system_Deep-learning

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This repository implements a deep learning-based voice number authentication system using CNN and a Siamese Network. It verifies spoken numbers by comparing voice embeddings to reference samples. The model extracts audio features (MFCC, spectrogram) using CNN and determines similarity through a Siamese architecture.

cnn-model audio-processing cnn-classification siamese-neural-network mfcc-extractor audio-authentication
  • Updated Mar 20, 2025
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