tamasheq-99-2

ad019el/tamasheq-99-2

tamasheq-99-2 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 14, 2023
Updated: Sep 6, 2023
SHA: 1255e417

Model card

From the Hugging Face model README

tamasheq-99-2

This model is a fine-tuned version of ad019el/tamasheq-99-2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.1325
Wer: 0.8412

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: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
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
4.2316	4.62	300	2.8431	1.0147
2.0332	9.23	600	1.2104	0.8265
1.307	13.85	900	1.0923	0.8324
1.0941	18.46	1200	1.1327	0.8176
1.016	23.08	1500	1.1560	0.8235
0.9744	27.69	1800	1.1325	0.8412

Framework versions

Transformers 4.33.0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: wav2vec2
Created: Aug 14, 2023
Updated: Sep 6, 2023