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speecht5-finetuned-voxpopuli_sl

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

  • Loss: 0.4830

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: 250
  • training_steps: 2500

Training results

Training Loss Epoch Step Validation Loss
0.5689 2.68 250 0.5361
0.5153 5.35 500 0.5024
0.5044 8.03 750 0.4942
0.4934 10.71 1000 0.4915
0.4906 13.39 1250 0.4853
0.4886 16.06 1500 0.4868
0.4886 18.74 1750 0.4842
0.4812 21.42 2000 0.4849
0.4824 24.1 2250 0.4836
0.48 26.77 2500 0.4830

Framework versions

  • Transformers 4.33.2
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.5
  • Tokenizers 0.13.3
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Dataset used to train Adbhut/speecht5-finetuned-voxpopuli_sl