wav2vec2-in-hindi-2

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5608
  • Wer: 1.0125

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
  • train_batch_size: 32
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 50

Training results

Training Loss Epoch Step Validation Loss Wer
5.1593 6.25 200 4.3070 1.0
3.4289 12.5 400 3.3933 1.0
1.3192 18.75 600 0.8550 1.0060
0.4099 25.0 800 0.5886 1.0133
0.2479 31.25 1000 0.6010 1.0141
0.1942 37.5 1200 0.5653 1.0120
0.1599 43.75 1400 0.5682 1.0144
0.1413 50.0 1600 0.5608 1.0125

Framework versions

  • Transformers 4.33.0
  • Pytorch 2.0.0
  • Datasets 2.1.0
  • Tokenizers 0.13.3
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