Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
whisper-tiny-en-minds14_2 – AI Model by susnato | AlphaNeural AI
You can deploy this model and start earning money today!
susnato
/
whisper-tiny-en-minds14_2
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 Tiny
This model is a fine-tuned version of
openai/whisper-tiny
on the Minds 14 dataset. It achieves the following results on the evaluation set:
Loss: 0.8095
Wer Ortho: 0.4257
Wer: 0.3920
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: 2e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.354
1.0
15
0.8095
0.4257
0.3920
Framework versions
Transformers 4.31.0.dev0
Pytorch 1.13.1
Datasets 2.13.1
Tokenizers 0.13.2
