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cristinakuo/wav2vec2-latino40

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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wav2vec2-latino40

This model is a fine-tuned version of facebook/wav2vec2-base on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.8795
  • —Wer: 1.0

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
  • —trainbatchsize: 32
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 100
  • —num_epochs: 10
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
5.68460.831002.90861.0
2.86861.672002.89221.0
2.88052.53002.93261.0
2.86133.334002.86981.0
2.86434.175002.90271.0
2.86885.06002.95441.0
2.86895.837002.89141.0
2.85586.678002.87621.0
2.85377.59002.89821.0
2.85228.3310002.88201.0
2.84689.1711002.87601.0
2.845410.012002.87951.0

Framework versions

  • —Transformers 4.12.5
  • —Pytorch 1.9.1
  • —Datasets 1.16.1
  • —Tokenizers 0.10.3