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JAHNAVIDINGARI / Voice-spoof-Detection-Using-CNN-and-LSTM.

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Audio Spoofing Detection system built using MFCC features, LSTM, and CNN-LSTM hybrid models to classify spoof vs. bonafide voice samples. The project processes ASVspoof 2019 dataset, trains deep learning models, evaluates them, and performs real-time audio prediction.

python machine-learning text-to-speech deep-learning tensorflow keras lstm speech-to-text mfcc speech-processing cnn-model fourier-transform audiospoof asvspoof2019
  • Updated Dec 12, 2025
  • Jupyter Notebook

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