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FrenchSpeech2Number_ASR – AI Model by BenDaouda | AlphaNeural AI
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BenDaouda
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FrenchSpeech2Number_ASR
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transformers
pytorch
tensorboard
wav2vec2
automatic-speech-recognition
generated_from_trainer
apache-2.0
endpoints_compatible
us
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FrenchSpeech2Number_ASR
This model is a fine-tuned version of
facebook/wav2vec2-xls-r-300m
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.6089
Wer: 0.8375
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: 0.0003
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 30
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
11.8437
20.0
400
0.6089
0.8375
Framework versions
Transformers 4.27.4
Pytorch 1.10.0+cu113
Datasets 1.18.3
Tokenizers 0.13.3
