Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
dys_asr_10min – AI Model by pnparam | AlphaNeural AI
You can deploy this model and start earning money today!
pnparam
/
dys_asr_10min
like
0
transformers
pytorch
tensorboard
wav2vec2
automatic-speech-recognition
generated_from_trainer
apache-2.0
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
dys_asr_10min
This model is a fine-tuned version of
Splend1dchan/wav2vec2-large-10min-lv60-self
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.0198
Wer: 1.0093
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: 8
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: 1000
num_epochs: 7
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
9.9259
1.36
500
2.4431
1.0062
1.6108
2.72
1000
0.3387
1.2243
0.4361
4.09
1500
0.0900
1.0467
0.1645
5.45
2000
0.0369
1.0498
0.1078
6.81
2500
0.0198
1.0093
Framework versions
Transformers 4.17.0
Pytorch 1.13.1+cu116
Datasets 1.18.3
Tokenizers 0.13.2
