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dsn_afrispeech
jajsmith/dsn_afrispeech
dsn_afrispeech is a automatic speech recognition model from jajsmith. 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
- whisper
- Access
- Public
- Created
- May 3, 2023
- Updated
- May 3, 2023
- SHA
- 218fd939
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. -->
Whisper Small En - Owos
This model is a fine-tuned version of openai/whisper-small on the AfriSpeech_j dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.6865
- eval_wer: 29.3845
- eval_runtime: 1774.5798
- eval_samples_per_second: 1.691
- eval_steps_per_second: 0.211
- epoch: 0.06
- step: 250
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: 1e-05
- train_batch_size: 8
- 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: 500
- training_steps: 4000
- mixed_precision_training: Native AMP
Framework versions
- Transformers 4.27.0
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- en
- Created
- May 3, 2023
- Updated
- May 3, 2023