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Audio Classification

How to install

Run this command:

pip install -r requirements.txt

My Friends

Classification of my friends' voices

Friends Training Information:

  • Train accuracy: 0.9523
  • Train loss: 0.3678
  • Validation accuracy: 0.8800
  • Validation loss: 0.5632

Singers

Classification of voices of 5 singers

  • Ebi
  • Mohsen Chavoshi
  • Mohsen Yeganeh
  • Shaye
  • Yas

You can access the singers dataset with this link

Singers Training Information:

  • Train accuracy: 0.9602
  • Train loss: 0.5389
  • Validation accuracy: 0.8098
  • Validation loss: 1.5507

These are my weights if you want to test it.

Friends weight
Singers weight