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whisper-small-ArabicMartha – AI Model by Martha-987 | AlphaNeural AI | AlphaNeural AI
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whisper-small-ArabicMartha
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transformers
pytorch
tensorboard
whisper
automatic-speech-recognition
hf-asr-leaderboard
generated_from_trainer
ar
Martha-987/MyOwnData
apache-2.0
model-index
endpoints_compatible
us
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Whisper Small Ar- Martha
This model is a fine-tuned version of
openai/whisper-small
on the MyOwnData dataset. It achieves the following results on the evaluation set:
Loss: 0.4467
Wer: 47.4812
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: 1000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.276
2.54
1000
0.4467
47.4812
Framework versions
Transformers 4.27.0.dev0
Pytorch 1.13.1+cu116
Datasets 2.9.0
Tokenizers 0.13.2
