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ls-timit-wsj0-100percent-supervised-meta – AI Model by Kuray107 | AlphaNeural AI
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Kuray107
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ls-timit-wsj0-100percent-supervised-meta
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transformers
pytorch
wav2vec2
automatic-speech-recognition
generated_from_trainer
endpoints_compatible
us
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ls-timit-wsj0-100percent-supervised-meta
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.0531
Wer: 0.0214
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: 1000
num_epochs: 20
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.1618
4.57
1000
0.0500
0.0432
0.0489
9.13
2000
0.0535
0.0291
0.0306
13.7
3000
0.0478
0.0275
0.0231
18.26
4000
0.0531
0.0214
Framework versions
Transformers 4.16.2
Pytorch 1.10.2
Datasets 1.18.2
Tokenizers 0.10.3
