tamasheq-99-2.feature_ext

YassineBenlaria/tamasheq-99-2.feature_ext

tamasheq-99-2.feature_ext is a automatic speech recognition model from YassineBenlaria. 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: wav2vec2
Access: Public
Created: Sep 2, 2023
Updated: Sep 3, 2023
SHA: 40d75d04

Base models

jonatasgrosman/wav2vec2-large-xlsr-53-arabic

Model card

From the Hugging Face model README

tamasheq-99-2.feature_ext

This model is a fine-tuned version of jonatasgrosman/wav2vec2-large-xlsr-53-arabic on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.9535
Wer: 0.9815

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: 3e-05
train_batch_size: 16
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 200

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
9.2797	15.79	300	2.8964	1.0
2.9763	31.58	600	2.7486	1.0
2.011	47.37	900	1.5549	0.9778
0.8448	63.16	1200	1.6495	0.9852
0.6122	78.95	1500	1.7794	0.9852
0.5039	94.74	1800	1.9535	0.9815

Framework versions

Transformers 4.32.1
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: wav2vec2
License: apache-2.0
Created: Sep 2, 2023
Updated: Sep 3, 2023