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tajcompany/
whisper-base-ar-quran

Name: whisper-base-ar-quran
Availability: InStock

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language: ar pipeline_tag: automatic-speech-recognition license: apache-2.0 tags:

whisper-base-ar-quran

This model is a fine-tuned version of openai/whisper-base on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	Wer
0.1092	0.05	250	0.1969	13.3890
0.0361	0.1	500	0.1583	10.6375
0.0192	0.15	750	0.1109	8.8468
0.0144	0.2	1000	0.1157	7.9754
0.008	0.25	1250	0.1000	7.5360
0.0048	1.03	1500	0.0933	6.8227
0.0113	1.08	1750	0.0955	6.9638
0.0209	1.13	2000	0.0824	6.3586
0.0043	1.18	2250	0.0830	6.3444
0.002	1.23	2500	0.1015	6.3025
0.0013	2.01	2750	0.0863	6.0639
0.0014	2.06	3000	0.0905	6.0213
0.0018	2.11	3250	0.0864	6.0293
0.0008	2.16	3500	0.0887	5.9308
0.0029	2.21	3750	0.0777	5.9159
0.0022	2.26	4000	0.0847	5.8749
0.0005	3.05	4250	0.0827	5.8352
0.0003	3.1	4500	0.0826	5.7800
0.0006	3.15	4750	0.0833	5.7625
0.0003	3.2	5000	0.0839	5.7544