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whisper-small-da
HollowVoice/whisper-small-da
whisper-small-da is a automatic speech recognition model from HollowVoice. 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
- Mar 16, 2023
- Updated
- Mar 17, 2023
- SHA
- abbdf989
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 Da - HollowVoice
This model is a fine-tuned version of openai/openai/whisper-small on the audiofolder dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.4597
- eval_wer: 22.9176
- eval_runtime: 248.1301
- eval_samples_per_second: 3.514
- eval_steps_per_second: 0.439
- epoch: 9.17
- step: 2000
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: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- 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.dev0
- Pytorch 1.13.1+cu117
- Datasets 2.10.1
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- Languages
- da
- Created
- Mar 16, 2023
- Updated
- Mar 17, 2023