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speecht5_finetuned_female_globo_add_token

This model is a fine-tuned version of microsoft/speecht5_tts on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3416

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 10000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
0.4216 7.14 1000 0.3775
0.4003 14.27 2000 0.3635
0.3868 21.41 3000 0.3513
0.3863 28.55 4000 0.3475
0.3737 35.68 5000 0.3444
0.3753 42.82 6000 0.3439
0.3736 49.96 7000 0.3421
0.3719 57.09 8000 0.3419
0.3686 64.23 9000 0.3419
0.3694 71.36 10000 0.3416

Framework versions

  • Transformers 4.39.0.dev0
  • Pytorch 2.2.1
  • Datasets 2.18.0
  • Tokenizers 0.15.2
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Model size
144M params
Tensor type
F32
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