Model Card for Model ID
Please see paper & code for more information:
Citation
BibTeX:
@article{heakl2024arzen,
title={ArzEn-LLM: Code-Switched Egyptian Arabic-English Translation and Speech Recognition Using LLMs},
author={Heakl, Ahmed and Zaghloul, Youssef and Ali, Mennatullah and Hossam, Rania and Gomaa, Walid},
journal={arXiv preprint arXiv:2406.18120},
year={2024}
}
Model Card Authors
- Email: ahmed.heakl@ejust.edu.eg
- Linkedin: https://linkedin.com/in/ahmed-heakl
arazn-whisper-small-v2
This model is a fine-tuned version of openai/whisper-small on the None dataset.
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 1
- mixed_precision_training: Native AMP
Framework versions
- Transformers 4.39.3
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.2