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disfluency-spanish-v4 – AI Model by josebruzzoni | AlphaNeural AI
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josebruzzoni
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disfluency-spanish-v4
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transformers
pytorch
whisper
automatic-speech-recognition
generated_from_trainer
josebruzzoni/disfluency-spanish-v1
finetune
apache-2.0
endpoints_compatible
us
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disfluency-spanish-v4
This model is a fine-tuned version of
josebruzzoni/disfluency-spanish-v1
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.2653
Wer: 27.7008
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: 1e-05
train_batch_size: 16
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
training_steps: 4000
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.002
20.41
1000
0.2377
20.2216
0.0001
40.82
2000
0.2524
23.4072
0.0001
61.22
3000
0.2617
26.7313
0.0001
81.63
4000
0.2653
27.7008
Framework versions
Transformers 4.33.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3
