Beta
Explore
Marketplace
Neural Labs
Playground
Wallet
Docs
whisper-tiny-en – AI Model by Apocalypse-19 | AlphaNeural AI
You can deploy this model and start earning money today!
Apocalypse-19
/
whisper-tiny-en
like
0
transformers
pytorch
tensorboard
whisper
automatic-speech-recognition
generated_from_trainer
PolyAI/minds14
openai/whisper-tiny
finetune
apache-2.0
model-index
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
whisper-tiny-en
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: 0.7823
Wer Ortho: 0.3492
Wer: 0.3430
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: linear
lr_scheduler_warmup_steps: 50
training_steps: 1500
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.0016
17.86
500
0.7168
0.3504
0.3394
0.0004
35.71
1000
0.7683
0.3516
0.3442
0.0003
53.57
1500
0.7823
0.3492
0.3430
Framework versions
Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3
