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whisper-small_child-50k_step-8k
haseong8012/whisper-small_child-50k_step-8k
whisper-small_child-50k_step-8k is a automatic speech recognition model from haseong8012. 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
- Oct 20, 2023
- Updated
- Oct 25, 2023
- SHA
- 456c228b
Base models
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_compare/whisper-small_child-50k2/checkpoint-8000
This model is a fine-tuned version of openai/whisper-tiny on the haseong8012/child-50k dataset.
- loss: 0.01577906496822834
- wer: 1.2814293799013663
- cer: 0.5696816412724527
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: 3.75e-05
- train_batch_size: 32
- eval_batch_size: 16
- 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: 5000
Framework versions
- Transformers 4.34.0
- Pytorch 2.1.0+cu121
- Datasets 2.14.5
- Tokenizers 0.14.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ko
- Created
- Oct 20, 2023
- Updated
- Oct 25, 2023