wav2vec2-xls-r-1b-german

aware-ai/wav2vec2-xls-r-1b-german

wav2vec2-xls-r-1b-german is a automatic speech recognition model from aware-ai. 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: Sep 6, 2022
Updated: Mar 12, 2025
SHA: 56de5234

Model card

From the Hugging Face model README

wav2vec2-xls-r-1b-german

This model is a fine-tuned version of wav2vec2-xls-r-1b-german on the MOZILLA-FOUNDATION/COMMON_VOICE_10_0 - DE dataset. It achieves the following results on the evaluation set:

Loss: 0.3513
Wer: 0.2931

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-07
train_batch_size: 48
eval_batch_size: 48
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 96
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.2009	1.0	4816	0.3486	0.2940
0.1637	2.0	9632	0.3459	0.2915

Framework versions

Transformers 4.21.3
Pytorch 1.12.1
Datasets 2.4.0
Tokenizers 0.12.1

Task: Automatic Speech Recognition
Library: transformers
Type: wav2vec2
Languages: de
Created: Sep 6, 2022
Updated: Mar 12, 2025