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whisper_finetuned – AI Model by afzalaftab | AlphaNeural AI
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whisper_finetuned
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transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
generated_from_trainer
hi
mozilla-foundation/common_voice_11_0
openai/whisper-small
finetune
apache-2.0
model-index
endpoints_compatible
us
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Whisper Small Hi - Afzal Aftab
This model is a fine-tuned version of
openai/whisper-small
on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
Loss: 0.4270
Wer: 33.2854
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: 4000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.0882
2.44
1000
0.2909
35.1773
0.0196
4.89
2000
0.3459
33.9584
0.0015
7.33
3000
0.4043
33.1118
0.0004
9.78
4000
0.4270
33.2854
Framework versions
Transformers 4.39.2
Pytorch 2.1.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2
