whisper-base-urdu

sharjeel103/whisper-base-urdu

whisper-base-urdu is a machine learning model from sharjeel103. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

License: apache-2.0
Model type: whisper
Access: Public
Created: Aug 27, 2024
Updated: May 21, 2025
SHA: 3d548543

Base models

openai/whisper-base

Datasets

mozilla-foundation/common_voice_17_0

Model card

From the Hugging Face model README

Whisper base Urdu

This model is a fine-tuned version of openai/whisper-base on the Common Voice 17.0 dataset. It achieves the following results on the evaluation set:

Loss: 0.1856
Wer: 15.4796

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: 4e-05
train_batch_size: 32
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
training_steps: 4500
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0069	5.0847	1500	0.1959	17.1192
0.0003	10.1695	3000	0.1881	15.8235
0.0001	15.2542	4500	0.1856	15.4796

Framework versions

Transformers 4.42.3
Pytorch 2.1.2
Datasets 2.20.0
Tokenizers 0.19.1

Type: whisper
License: apache-2.0
Languages: ur
Created: Aug 27, 2024
Updated: May 21, 2025