Tamasheq-XLSR-53-mixed-Kabyle

ad019el/Tamasheq-XLSR-53-mixed-Kabyle

Tamasheq-XLSR-53-mixed-Kabyle is a automatic speech recognition model from ad019el. 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. --

Downloads · 30 days

9% of all-time downloads

All-time downloads

234

Public

Repo size

8.8 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin1.3 GB · 100%

At a glance

Task: Automatic Speech Recognition
Library: transformers
License: apache-2.0
Model type: wav2vec2
Access: Public
Created: Aug 29, 2023
Updated: Aug 29, 2023
SHA: 840e7e02

Model card

From the Hugging Face model README

Tamasheq-XLSR-53-mixed-Kabyle

This model is a fine-tuned version of ad019el/tamasheq-99-1 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.7107
Wer: 0.6480

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
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
7.2189	5.1	500	1.2682	0.8246
0.8718	10.2	1000	0.6082	0.6467
0.5876	15.3	1500	0.7394	0.6896
0.5031	20.41	2000	0.7304	0.6735
0.447	25.51	2500	0.7107	0.6480

Framework versions

Transformers 4.20.1
Pytorch 1.11.0
Datasets 2.1.0
Tokenizers 0.12.1

Task: Automatic Speech Recognition
Library: transformers
Type: wav2vec2
License: apache-2.0
Created: Aug 29, 2023
Updated: Aug 29, 2023