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speecht5_finetuned_vietnamese

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: 0.5406

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: 16
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 2
  • 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: 100
  • training_steps: 500
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
0.6213 0.0035 100 0.6012
0.6087 0.0069 200 0.5743
0.592 0.0104 300 0.5571
0.5708 0.0139 400 0.5512
0.5596 0.0173 500 0.5406

Framework versions

  • Transformers 4.47.0.dev0
  • Pytorch 2.5.1
  • Datasets 2.19.1
  • Tokenizers 0.20.1
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