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whisper-small_child50k
haseong8012/whisper-small_child50k
whisper-small_child50k is a automatic speech recognition model from haseong8012. 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
- Oct 18, 2023
- Updated
- Oct 19, 2023
- SHA
- 2d1f56ed
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. -->
whisper-small-fineTuned_By_korean-child-command-voice_train-0-50000
This model is a fine-tuned version of whisper-small-fineTuned_By_korean-child-command-voice_train-0-50000 on the korean-child-command-voice_train-0-50000 dataset.
Test Result
- Loss: 0.016626868396997452
- Wer: 1.495674670547336
- Cer: 0.6531694680106569
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: 1.25e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- 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
- Languages
- ko
- Created
- Oct 18, 2023
- Updated
- Oct 19, 2023