Downloads · 30 days
14
23% of all-time downloads
whisper_finetune_ksponspeech_2000steps
Jungwonchang/whisper_finetune_ksponspeech_2000steps
whisper_finetune_ksponspeech_2000steps is a automatic speech recognition model from Jungwonchang. 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. --
All-time downloads
60
Public
Repo size
30.9 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin6.2 GB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Jul 25, 2023
- Updated
- Jul 25, 2023
- SHA
- 3b9288df
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 large-v2, KsponSpeech
This model is a fine-tuned version of openai/whisper-large-v2 on the KsponSpeech dataset. It achieves the following results on the evaluation set:
- Loss: 0.2946
- Wer: 42.2257
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: 16
- 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: 50
- training_steps: 2000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.3315 | 0.25 | 500 | 0.3446 | 41.5319 |
| 0.3204 | 0.5 | 1000 | 0.3229 | 37.7003 |
| 0.2967 | 0.75 | 1500 | 0.3054 | 38.3980 |
| 0.2859 | 1.0 | 2000 | 0.2946 | 42.2257 |
Framework versions
- Transformers 4.31.0
- Pytorch 1.12.1+cu116
- Datasets 2.14.0
- Tokenizers 0.12.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- kr
- Created
- Jul 25, 2023
- Updated
- Jul 25, 2023