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SpeechT5 TTS Dutch

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: 0.4589

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: 16
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • 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: 4000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
0.5132 4.3 1000 0.4798
0.495 8.6 2000 0.4648
0.4895 12.9 3000 0.4600
0.488 17.2 4000 0.4589

Framework versions

  • Transformers 4.29.0.dev0
  • Pytorch 2.0.0
  • Datasets 2.11.0
  • Tokenizers 0.13.3
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Dataset used to train ralsuwaidi/speecht5_tts_voxpopuli_nl