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afrispeech_large_A100
Seyfelislem/afrispeech_large_A100
afrispeech_large_A100 is a automatic speech recognition model from Seyfelislem. 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
- whisper
- Access
- Public
- Created
- Apr 3, 2023
- Updated
- Nov 10, 2024
- SHA
- 6dc14f58
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. -->
afrispeech_large_A100
This model is a fine-tuned version of openai/whisper-large-v2 on the afrispeech-200 dataset.
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- 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
- training_steps: 2000
- mixed_precision_training: Native AMP
Training results
https://huggingface.co/Seyfelislem/afrispeech_large_A100/tensorboard
Framework versions
- Transformers 4.29.1
- Pytorch 1.13.1
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- Created
- Apr 3, 2023
- Updated
- Nov 10, 2024