speecht5_finetuned_emirhan_tr2

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

  • Loss: 0.4583

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: 0.0001
  • train_batch_size: 2
  • eval_batch_size: 1
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 16
  • optimizer: Use 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: 100
  • training_steps: 1000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
5.3014 0.0497 100 0.5731
4.8007 0.0994 200 0.5634
4.4991 0.1491 300 0.5075
4.3261 0.1987 400 0.5087
4.2605 0.2484 500 0.4883
4.196 0.2981 600 0.4805
4.108 0.3478 700 0.4697
4.1053 0.3975 800 0.4655
4.0197 0.4472 900 0.4595
4.0208 0.4969 1000 0.4583

Framework versions

  • Transformers 4.47.1
  • Pytorch 2.5.1+cu121
  • Datasets 3.2.0
  • Tokenizers 0.21.0
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