speecht5_mal

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: 0.6822

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: 1e-05
  • train_batch_size: 4
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 32
  • 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: 10
  • training_steps: 100

Training results

Training Loss Epoch Step Validation Loss
0.914 0.0931 10 0.8044
0.8931 0.1863 20 0.7753
0.8891 0.2794 30 0.7568
0.8441 0.3725 40 0.7429
0.8272 0.4657 50 0.7300
0.8317 0.5588 60 0.7215
0.8057 0.6519 70 0.7062
0.8071 0.7451 80 0.6954
0.7727 0.8382 90 0.6825
0.7823 0.9313 100 0.6822

Framework versions

  • Transformers 4.47.0
  • Pytorch 2.5.1+cu121
  • Datasets 3.3.1
  • Tokenizers 0.21.0
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