whisper-small-final-v3 – AI Model by uoseftalaat | AlphaNeural AI

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uoseftalaat/
whisper-small-final-v3

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automatic-speech-recognition

hf-asr-leaderboard

generated_from_trainer

openai/whisper-small

endpoints_compatible

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Whisper Small for Quran Recognition

This model is a fine-tuned version of openai/whisper-small on the Quran_Reciters dataset. It achieves the following results on the evaluation set:

Loss: 0.0193
Wer: 3.1460

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

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0047	1.62	500	0.0299	5.9825
0.0013	3.24	1000	0.0201	4.0915
0.0005	4.85	1500	0.0197	3.5757
0.0002	6.47	2000	0.0196	3.3522
0.0	8.09	2500	0.0195	3.1803
0.0	9.71	3000	0.0192	3.1288
0.0	11.33	3500	0.0193	3.1460
0.0	12.94	4000	0.0193	3.1460

Framework versions

Transformers 4.40.0.dev0
Pytorch 2.1.2
Datasets 2.17.1
Tokenizers 0.15.2