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wav2vec2-XLSR-53-DutchCommonVoice12
FvH14/wav2vec2-XLSR-53-DutchCommonVoice12
wav2vec2-XLSR-53-DutchCommonVoice12 is a automatic speech recognition model from FvH14. 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 29, 2023
- Updated
- Mar 30, 2023
- SHA
- e4ff3342
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
wav2vec2-large-xls-r-300m-nl-colab
This model is a fine-tuned version of facebook/wav2vec2-large-xlsr-53 on the common_voice_12_0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.6772
- Wer: 0.5793
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: 0.0003
- train_batch_size: 32
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 2.3349 | 0.52 | 250 | 0.6772 | 0.5793 |
Framework versions
- Transformers 4.27.4
- Pytorch 1.13.1+cu116
- Datasets 2.11.0
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Mar 29, 2023
- Updated
- Mar 30, 2023