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zainulhakim/
240624-wav2vec2-ASR-Indian

Name: 240624-wav2vec2-ASR-Indian
Availability: InStock

transformers

safetensors

wav2vec2

automatic-speech-recognition

generated_from_trainer

zainulhakim/240624-wav2vec2-ASR-Arab

finetune

apache-2.0

endpoints_compatible

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240624-wav2vec2-ASR-Arabs

This model is a fine-tuned version of zainulhakim/240624-wav2vec2-ASR-Arab on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.7867
Wer: 0.4444

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: 5e-05
train_batch_size: 3
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 15
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
No log	3.7037	100	1.7837	0.4545
No log	7.4074	200	1.7867	0.4444
No log	11.1111	300	1.9297	0.5556
No log	14.8148	400	1.7291	0.4949

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.19.2
Tokenizers 0.19.1

zainulhakim/240624-wav2vec2-ASR-Indian

240624-wav2vec2-ASR-Arabs

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

zainulhakim/
240624-wav2vec2-ASR-Indian