kingabzpro / wav2vec2-urdu

huggingface.co
Total runs: 89
24-hour runs: 0
7-day runs: -14
30-day runs: -96
Model's Last Updated: July 05 2025
automatic-speech-recognition

Introduction of wav2vec2-urdu

Model Details of wav2vec2-urdu

wav2vec2-large-xls-r-300m-Urdu

This model is a fine-tuned version of Harveenchadha/vakyansh-wav2vec2-urdu-urm-60 on the common_voice dataset. It achieves the following results on the evaluation set:

  • Wer: 0.5747
  • Cer: 0.3268
Model description

The training and valid dataset is 0.58 hours. It was hard to train any model on lower number of so I decided to take vakyansh-wav2vec2-urdu-urm-60 checkpoint and finetune the wav2vec2 model.

Training procedure

Trained on Harveenchadha/vakyansh-wav2vec2-urdu-urm-60 due to lesser number of samples.

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0003
  • train_batch_size: 64
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 100
  • num_epochs: 100
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer Cer
4.3054 16.67 50 9.0055 0.8306 0.4869
2.0629 33.33 100 9.5849 0.6061 0.3414
0.8966 50.0 150 4.8686 0.6052 0.3426
0.4197 66.67 200 12.3261 0.5817 0.3370
0.294 83.33 250 11.9653 0.5712 0.3328
0.2329 100.0 300 7.6846 0.5747 0.3268
Framework versions
  • Transformers 4.16.0.dev0
  • Pytorch 1.10.1+cu102
  • Datasets 1.17.1.dev0
  • Tokenizers 0.11.0

Runs of kingabzpro wav2vec2-urdu on huggingface.co

89
Total runs
0
24-hour runs
0
3-day runs
-14
7-day runs
-96
30-day runs

More Information About wav2vec2-urdu huggingface.co Model

More wav2vec2-urdu license Visit here:

https://choosealicense.com/licenses/apache-2.0

wav2vec2-urdu huggingface.co

wav2vec2-urdu huggingface.co is an AI model on huggingface.co that provides wav2vec2-urdu's model effect (), which can be used instantly with this kingabzpro wav2vec2-urdu model. huggingface.co supports a free trial of the wav2vec2-urdu model, and also provides paid use of the wav2vec2-urdu. Support call wav2vec2-urdu model through api, including Node.js, Python, http.

kingabzpro wav2vec2-urdu online free

wav2vec2-urdu huggingface.co is an online trial and call api platform, which integrates wav2vec2-urdu's modeling effects, including api services, and provides a free online trial of wav2vec2-urdu, you can try wav2vec2-urdu online for free by clicking the link below.

kingabzpro wav2vec2-urdu online free url in huggingface.co:

https://huggingface.co/kingabzpro/wav2vec2-urdu

wav2vec2-urdu install

wav2vec2-urdu is an open source model from GitHub that offers a free installation service, and any user can find wav2vec2-urdu on GitHub to install. At the same time, huggingface.co provides the effect of wav2vec2-urdu install, users can directly use wav2vec2-urdu installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

wav2vec2-urdu install url in huggingface.co:

https://huggingface.co/kingabzpro/wav2vec2-urdu

Url of wav2vec2-urdu

wav2vec2-urdu huggingface.co Url

Provider of wav2vec2-urdu huggingface.co

kingabzpro
ORGANIZATIONS

Other API from kingabzpro

huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:May 19 2024