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wav2vec2-large-xls-r-53-telugu-final-k-fold-3-fold-3 – AI Model by kaarthu2003 | AlphaNeural AI
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wav2vec2-large-xls-r-53-telugu-final-k-fold-3-fold-3
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transformers
safetensors
wav2vec2
automatic-speech-recognition
generated_from_trainer
openslr
facebook/wav2vec2-large-xlsr-53
finetune
apache-2.0
endpoints_compatible
us
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wav2vec2-large-xls-r-53-telugu-final-k-fold-3-fold-3
This model is a fine-tuned version of
facebook/wav2vec2-large-xlsr-53
on the openslr dataset. It achieves the following results on the evaluation set:
eval_loss: 0.2815
eval_model_preparation_time: 0.005
eval_wer: 0.2598
eval_cer: 0.0446
eval_runtime: 35.6111
eval_samples_per_second: 24.992
eval_steps_per_second: 3.145
step: 0
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: 2
total_train_batch_size: 16
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 400
num_epochs: 16
mixed_precision_training: Native AMP
Framework versions
Transformers 4.51.3
Pytorch 2.1.0+cu118
Datasets 3.5.1
Tokenizers 0.21.1
