Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
whisper-tiny-ASR – AI Model by enankobh1 | AlphaNeural AI
You can deploy this model and start earning money today!
enankobh1
/
whisper-tiny-ASR
like
0
transformers
pytorch
tensorboard
whisper
automatic-speech-recognition
generated_from_trainer
apache-2.0
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
whisper-tiny-ASR
This model is a fine-tuned version of
openai/whisper-tiny
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.8363
Wer: 60.1936
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: 32
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: 500
training_steps: 4000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.1494
6.8
1000
0.4732
50.4342
0.0113
13.61
2000
0.6944
62.9461
0.0024
20.41
3000
0.8042
59.8032
0.0014
27.21
4000
0.8363
60.1936
Framework versions
Transformers 4.27.0.dev0
Pytorch 1.11.0
Datasets 2.1.0
Tokenizers 0.12.1
