wav2vec2-large-xls-r-300m-abkhaz

infinitejoy/wav2vec2-large-xls-r-300m-abkhaz

wav2vec2-large-xls-r-300m-abkhaz is a automatic speech recognition model from infinitejoy. 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: Mar 2, 2022
Updated: Mar 23, 2022
SHA: caa4ca38

Datasets

mozilla-foundation/common_voice_7_0

Model card

From the Hugging Face model README

wav2vec2-large-xls-r-300m-abkhaz

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the MOZILLA-FOUNDATION/COMMON_VOICE_7_0 - AB dataset. It achieves the following results on the evaluation set:

Loss: 0.5359
Wer: 0.6192

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: 7e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 200
num_epochs: 100.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
2.8617	22.73	500	2.6264	1.0013
1.2716	45.45	1000	0.6218	0.6942
1.049	68.18	1500	0.5442	0.6368
0.9632	90.91	2000	0.5364	0.6242

Framework versions

Transformers 4.16.0.dev0
Pytorch 1.10.1+cu102
Datasets 1.17.1.dev0
Tokenizers 0.11.0

Task: Automatic Speech Recognition
Library: transformers
Type: wav2vec2
License: apache-2.0
Languages: ab
Created: Mar 2, 2022
Updated: Mar 23, 2022