Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
whisper-small-dv – AI Model by d-karpone | AlphaNeural AI
You can deploy this model and start earning money today!
d-karpone
/
whisper-small-dv
like
0
transformers
pytorch
tensorboard
whisper
automatic-speech-recognition
generated_from_trainer
PolyAI/minds14
apache-2.0
model-index
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
whisper-small-dv
This model is a fine-tuned version of
openai/whisper-tiny
on the PolyAI/minds14 dataset. It achieves the following results on the evaluation set:
Loss: 0.6857
Wer Ortho: 32.4491
Wer: 0.3306
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: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant_with_warmup
lr_scheduler_warmup_steps: 50
training_steps: 500
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.0008
17.86
500
0.6857
32.4491
0.3306
Framework versions
Transformers 4.29.2
Pytorch 2.0.1
Datasets 2.13.1
Tokenizers 0.13.3
