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whisper-small-ArabicT16 – AI Model by taqwa92 | AlphaNeural AI
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whisper-small-ArabicT16
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transformers
pytorch
tensorboard
whisper
automatic-speech-recognition
hf-asr-leaderboard
generated_from_trainer
ar
taqwa92/tm_data
apache-2.0
model-index
endpoints_compatible
us
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Whisper Small Arabic- Taqwa
This model is a fine-tuned version of
openai/whisper-small
on the tm_data dataset. It achieves the following results on the evaluation set:
Loss: 0.5471
Wer: 52.1387
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: 1e-05
train_batch_size: 16
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: 500
training_steps: 500
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.1628
5.0
500
0.5471
52.1387
Framework versions
Transformers 4.29.0.dev0
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3
