Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
whisper-small-finetuned-common-voice-mr – AI Model by ManasiPandit | AlphaNeural AI
You can deploy this model and start earning money today!
ManasiPandit
/
whisper-small-finetuned-common-voice-mr
like
0
transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
hf-asr-leaderboard
generated_from_trainer
mr
mozilla-foundation/common_voice_13_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-finetuned-common-voice-mr-2.1
This model is a fine-tuned version of
openai/whisper-small
on the Common Voice 13.0 dataset. It achieves the following results on the evaluation set:
Loss: 0.2477
Wer Ortho: 43.7210
Wer: 17.7874
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: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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
0.1801
1.1737
500
0.2477
43.7210
17.7874
Framework versions
Transformers 4.46.2
Pytorch 2.5.1+cu121
Datasets 3.1.0
Tokenizers 0.20.3
