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wav2vec2-large-mms-1b-bengali – AI Model by Umong | AlphaNeural AI
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Umong
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wav2vec2-large-mms-1b-bengali
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transformers
pytorch
wav2vec2
automatic-speech-recognition
generated_from_trainer
common_voice_13_0
facebook/mms-1b-all
finetune
cc-by-nc-4.0
model-index
endpoints_compatible
us
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wav2vec2-large-mms-1b-bengali
This model is a fine-tuned version of
facebook/mms-1b-all
on the common_voice_13_0 dataset. It achieves the following results on the evaluation set:
Loss: 0.2591
Wer: 0.3256
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: 0.001
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: 200
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
3.2087
1.07
1000
0.3193
0.3811
0.3482
2.13
2000
0.2591
0.3256
Framework versions
Transformers 4.33.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3
