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gender-recognition-by-voice

Gender recognition by voice. Based on mel-spectrum.

Requirements

  • python 3.10.8
  • pytorch 2.0.1
  • torchaudio 2.0.2
  • torchvision 0.15.2

train

python train.py

predict

python predict.py

dataset

commonvoice dataset

result

20 epoch, accuracy: 0.97

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Gender recognition by voice

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