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wav2vec2-xls-r-300m-bangla-command-synthetic – AI Model by sshasnain | AlphaNeural AI
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sshasnain
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wav2vec2-xls-r-300m-bangla-command-synthetic
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transformers
pytorch
tensorboard
wav2vec2
automatic-speech-recognition
generated_from_trainer
apache-2.0
endpoints_compatible
us
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wav2vec2-xls-r-300m-bangla-command-synthetic
This model is a fine-tuned version of
sshasnain/wav2vec2-xls-r-300m-bangla-command
on the None dataset. It achieves the following results on the evaluation set:
eval_loss: 0.0254
eval_wer: 0.4311
eval_runtime: 2.5036
eval_samples_per_second: 76.689
eval_steps_per_second: 9.586
epoch: 35.71
step: 1000
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: 32
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: 100
mixed_precision_training: Native AMP
Framework versions
Transformers 4.16.2
Pytorch 1.10.0+cu111
Datasets 1.18.3
Tokenizers 0.11.0
