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unza/xls-r-300m-nyanja-fullset

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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xls-r-300m-nyanja-fullset

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the NYANJASPEECH - NYA dataset. It achieves the following results on the evaluation set:

  • —Loss: 3.1987
  • —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: 3e-05
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 16
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 1500
  • —num_epochs: 2.0
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
3.38151.585003.19871.0

Framework versions

  • —Transformers 4.25.0.dev0
  • —Pytorch 1.12.1+cu113
  • —Datasets 2.7.1
  • —Tokenizers 0.13.2