Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
whisper-tiny-zh_CN – AI Model by VingeNie | AlphaNeural AI
You can deploy this model and start earning money today!
VingeNie
/
whisper-tiny-zh_CN
like
0
transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
generated_from_trainer
zh
mozilla-foundation/common_voice_16_1
openai/whisper-tiny
finetune
apache-2.0
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
Whisper Tiny chinese - VingeNie
This model is a fine-tuned version of
openai/whisper-tiny
on the Common Voice 16.1 dataset. It achieves the following results on the evaluation set:
Loss: 0.7681
Cer Ortho: 38.5858
Cer: 29.8372
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: 0.0001
train_batch_size: 64
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant_with_warmup
lr_scheduler_warmup_steps: 25
training_steps: 1000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Cer Ortho
Cer
0.4971
0.5435
250
0.7639
39.3347
30.8173
0.3054
1.0870
500
0.7634
35.6305
29.4969
0.4034
1.6304
750
0.7576
38.6415
30.4015
0.2556
2.1739
1000
0.7681
38.5858
29.8372
Framework versions
Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1
