Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
French_asr_model – AI Model by Ponyyyy | AlphaNeural AI
You can deploy this model and start earning money today!
Ponyyyy
/
French_asr_model
like
0
transformers
tensorboard
safetensors
wav2vec2
automatic-speech-recognition
generated_from_trainer
minds14
jonatasgrosman/wav2vec2-large-xlsr-53-french
finetune
apache-2.0
model-index
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
French_asr_model
This model is a fine-tuned version of
jonatasgrosman/wav2vec2-large-xlsr-53-french
on the minds14 dataset. It achieves the following results on the evaluation set:
Loss: 1.2408
Wer: 0.3485
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
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 250
training_steps: 1000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.0049
333.3333
500
1.1485
0.3485
0.0015
666.6667
1000
1.2408
0.3485
Framework versions
Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1
