Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
disfluency-spanish-v1 – AI Model by josebruzzoni | AlphaNeural AI
You can deploy this model and start earning money today!
josebruzzoni
/
disfluency-spanish-v1
like
0
transformers
pytorch
whisper
automatic-speech-recognition
generated_from_trainer
openai/whisper-small
finetune
apache-2.0
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
disfluency-spanish-v1
This model is a fine-tuned version of
openai/whisper-small
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.2195
Wer: 84.4311
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
0.0035
58.82
1000
0.2186
42.5150
0.0
117.65
2000
0.2162
92.8144
0.0
176.47
3000
0.2177
44.9102
0.0
235.29
4000
0.2195
84.4311
Framework versions
Transformers 4.32.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3
