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wav2vec-large-wolof
serge-wilson/wav2vec-large-wolof
wav2vec-large-wolof is a automatic speech recognition model from serge-wilson. 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
- Sep 27, 2023
- Updated
- Sep 27, 2023
- SHA
- 320ec504
Base models
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 Wolof
This model is a fine-tuned version of facebook/wav2vec2-large on the serge-wilson/wolof_speech_transcription dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.2516
- eval_wer: 22.3681
- eval_runtime: 224.3149
- eval_samples_per_second: 10.008
- eval_steps_per_second: 1.253
- epoch: 13.96
- step: 5500
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: 0.0001
- train_batch_size: 32
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1000
- num_epochs: 20
Framework versions
- Transformers 4.34.0.dev0
- Pytorch 2.0.0
- Datasets 2.14.5
- Tokenizers 0.14.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Languages
- multilingual
- Created
- Sep 27, 2023
- Updated
- Sep 27, 2023