Kabyle_xlsr-finetuned-tamasheq

ad019el/Kabyle_xlsr-finetuned-tamasheq

Kabyle_xlsr-finetuned-tamasheq is a automatic speech recognition model from ad019el. Use it when you need speech turned into text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Automatic Speech Recognition
Library: transformers
Model type: wav2vec2
Access: Public
Created: Aug 20, 2023
Updated: Sep 1, 2023
SHA: 93ae7410

Model card

From the Hugging Face model README

tamasheq-99-8

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.4990
Wer: 0.6059

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: 30

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
9.617	6.0	300	3.2032	1.0
2.9621	12.0	600	1.6730	1.0339
0.9694	18.0	900	0.5657	0.6132
0.5765	24.0	1200	0.5097	0.6052
0.505	30.0	1500	0.4990	0.6059

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: wav2vec2
Created: Aug 20, 2023
Updated: Sep 1, 2023