speecht5-finetuned-voxpopuli_nl

This model is a fine-tuned version of microsoft/speecht5_tts on the voxpopuli dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4430

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 32
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 1200
  • training_steps: 4000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
0.5321 2.1462 500 0.4864
0.5014 4.2925 1000 0.4689
0.4885 6.4387 1500 0.4617
0.4789 8.5849 2000 0.4524
0.4679 10.7312 2500 0.4462
0.4634 12.8774 3000 0.4472
0.4583 15.0215 3500 0.4435
0.4587 17.1677 4000 0.4431

Framework versions

  • Transformers 4.56.1
  • Pytorch 2.6.0+cu124
  • Datasets 3.6.0
  • Tokenizers 0.22.0
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