whisper-tiny-ar2

mayssakorbi/whisper-tiny-ar2

whisper-tiny-ar2 is a automatic speech recognition model from mayssakorbi. Use it when you need speech turned into text. It is set up for transformers. 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

Task: Automatic Speech Recognition
Library: transformers
License: apache-2.0
Model type: whisper
Access: Public
Created: May 29, 2024
Updated: May 29, 2024
SHA: 33ee415f

Datasets

common_voice_16_1

Model card

From the Hugging Face model README

whisper-tiny-ar2

This model is a fine-tuned version of mayssakorbi/whisper-tiny-ar2 on the common_voice_16_1 dataset. It achieves the following results on the evaluation set:

Loss: 0.9240
Wer Ortho: 77.8656
Wer: 87.1126

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: 4
eval_batch_size: 4
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: constant_with_warmup
lr_scheduler_warmup_steps: 10
training_steps: 50
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer Ortho	Wer
0.5216	0.4	50	0.9240	77.8656	87.1126

Framework versions

Transformers 4.42.0.dev0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: May 29, 2024
Updated: May 29, 2024