Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
whisper-small-hi – AI Model by shrad059 | AlphaNeural AI
You can deploy this model and start earning money today!
shrad059
/
whisper-small-hi
like
0
transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
generated_from_trainer
hi
mozilla-foundation/common_voice_11_0
openai/whisper-small
finetune
apache-2.0
model-index
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
Whisper Small Hi - Shrad
This model is a fine-tuned version of
openai/whisper-small
on the Language-finetuned dataset. It achieves the following results on the evaluation set:
Loss: 0.3292
Wer: 39.4015
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: 50
training_steps: 306
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.3206
0.2445
100
0.4071
45.9959
0.279
0.4890
200
0.3505
41.5178
0.2423
0.7335
300
0.3292
39.4015
Framework versions
Transformers 4.42.3
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1
