Automatic Speech Recognition
Transformers
Safetensors
Korean
whisper
korean
verbatim
disfluency
distillation
on-device
non-commercial
Instructions to use Sky-Kim/crisper-whisper2-tiny-finetuned-ko with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Sky-Kim/crisper-whisper2-tiny-finetuned-ko with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="Sky-Kim/crisper-whisper2-tiny-finetuned-ko")# Load model directly from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq processor = AutoProcessor.from_pretrained("Sky-Kim/crisper-whisper2-tiny-finetuned-ko") model = AutoModelForSpeechSeq2Seq.from_pretrained("Sky-Kim/crisper-whisper2-tiny-finetuned-ko", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| # NOTICE: components, license chain and attribution | |
| These Korean verbatim models are derived works. The effective license is the most restrictive of the | |
| components below: non-commercial / research use only, with additional AI Hub KsponSpeech terms on the Korean | |
| capability. | |
| License chain recorded to the best of our knowledge as of 2026-08. Not legal advice. Re-verify each source's | |
| current terms before distributing or deploying, especially for any commercial use. | |
| ## Teacher / init / tokenizer | |
| - CrisperWhisper2.0_small (nyralabs/CrisperWhisper2.0_small), by Nyra Health. | |
| Used as: initialization weights for the small model, the soft-KD teacher for base and tiny, and the source | |
| of the 51,896-token tokenizer. | |
| License: Nyra Health Non-Commercial Research License. These weights inherit it. | |
| https://huggingface.co/nyralabs/CrisperWhisper2.0_small | |
| ## Training data | |
| - KsponSpeech (Korean Spontaneous Speech), AI Hub / NIA, Korea. Korean verbatim ground-truth labels | |
| (about 236,600 clips; public HF mirror DragonLine/ksponspeech). License: AI Hub Terms of Use (restricted). | |
| https://www.aihub.or.kr/ | |
| - Zeroth-Korean (kresnik/zeroth_korean). Korean read speech. License: CC BY 4.0. https://www.openslr.org/40 | |
| - Whisper (openai/whisper-base, openai/whisper-tiny). Base / tiny skeletons. License: MIT. | |
| ## Summary | |
| | Component | License | Effect | | |
| |---|---|---| | |
| | CrisperWhisper2.0_small (init + teacher + tokenizer) | Nyra Health Non-Commercial Research | non-commercial only | | |
| | KsponSpeech (AI Hub) | AI Hub Terms (restricted) | restricted, verify before redistributing | | |
| | Zeroth-Korean | CC BY 4.0 | attribution required | | |
| | Whisper (OpenAI) | MIT | permissive | | |