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Text Independant Speaker Verification

Implementation of Google's GE2E

Dataset

Get VoxCeleb1 Dataset from here

Get QUT-NOISE Database from here

Tensorboard visualization

tensorboard --logdir runs

Results

EER = 0.4735

TODO

  • Implement gradient scaling and gradient clipping
  • Tensorboard Integration
  • Comments/Documentation * Upload weights
  • Implement Evaluation
  • Implement EER
  • Unknown Noise & SNR Analysis