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Sandiago21/speecht5_finetuned_mozilla_foundation_common_voice_13_german

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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speecht5finetunedmozillafoundationcommonvoice13_german

This model is a fine-tuned version of microsoft/speecht5_tts on the commonvoice13_0 dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.4527

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: 5e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 32
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 100
  • —num_epochs: 20

Training results

Training LossEpochStepValidation Loss
0.51651.021930.4883
0.51252.043870.4789
0.49853.065800.4727
0.49634.087740.4701
0.49015.0109670.4656
0.48146.0131610.4611
0.48227.0153540.4588
0.488.0175480.4607
0.46769.0197410.4564
0.466510.0219350.4558
0.465211.0241280.4549
0.461512.0263220.4536
0.471613.0285150.4541
0.46214.0307090.4526
0.466615.0329020.4521
0.459116.0350960.4532
0.460817.0372890.4522
0.460518.0394830.4513
0.458819.0416760.4530
0.456120.0438600.4527

Framework versions

  • —Transformers 4.30.0.dev0
  • —Pytorch 2.0.1+cu117
  • —Datasets 2.13.1
  • —Tokenizers 0.13.3