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voice-forensics

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umitkacar / ensemble-speaker-verification

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Ensemble speaker verification achieving 97% accuracy - Intelligent fusion of MFCC+DTW (92%) and Resemblyzer CNN (94%) for voice authentication

deep-learning identity-verification ensemble-learning fraud-prevention speaker-recognition speaker-verification synthetic-speech-detection liveness-detection speaker-identification speaker-embedding voice-authentication voice-biometrics anti-spoofing audio-forensics biometric-security authentication-systems deepfake-audio-detection voice-forensics voice-security passive-authentication
  • Updated Nov 13, 2025
  • Jupyter Notebook

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