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English_asr_model – AI Model by Ponyyyy | AlphaNeural AI
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Ponyyyy
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English_asr_model
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transformers
tensorboard
safetensors
wav2vec2
automatic-speech-recognition
generated_from_trainer
minds14
jonatasgrosman/wav2vec2-large-xlsr-53-english
finetune
apache-2.0
model-index
endpoints_compatible
us
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English_asr_model
This model is a fine-tuned version of
jonatasgrosman/wav2vec2-large-xlsr-53-english
on the minds14 dataset. It achieves the following results on the evaluation set:
Loss: 3.8502
Wer: 0.7368
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
0.0033
500.0
500
4.0590
0.7193
0.0012
1000.0
1000
3.8502
0.7368
Framework versions
Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1
