Downloads · 30 days
37
0% of all-time downloads
Fine-Tuned-Whisper-Large-v2-Zeroth-STT-KO
o0dimplz0o/Fine-Tuned-Whisper-Large-v2-Zeroth-STT-KO
Fine-Tuned-Whisper-Large-v2-Zeroth-STT-KO is a automatic speech recognition model from o0dimplz0o. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
This model is a version of openai/whisper-large-v2, currently still being fine-tuned, specifically optimized for Korean automatic speech recognition (ASR) tasks. The fine-tuning process aims to deliver high accuracy a…
All-time downloads
8K
Public
Parameters
1.5B
307 GB on disk
Likes
4
Public
Repo makeup
Click a slice to open those files.
.safetensors30.9 GB · 71%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Jan 25, 2025
- Updated
- Jan 28, 2025
- SHA
- c8974014
Base models
Datasets
Spaces
Model card
From the Hugging Face model README
Whisper Large v2 Fine-Tuned for Korean ASR
Model Description
This model is a version of openai/whisper-large-v2, currently still being fine-tuned, specifically optimized for Korean automatic speech recognition (ASR) tasks. The fine-tuning process aims to deliver high accuracy and timestamped transcriptions for Korean speech.
Dataset Details
- Dataset Source: Custom dataset (https://huggingface.co/datasets/o0dimplz0o/Zeroth-STT-Korean)
- Number of Samples: 102,263
- Split: 90% train, 10% test
- Data Augmentation: 50% random, applied only to the training set
Training Details
- Hardware: L40S GPU
- Learning Rate Scheduler: Cosine
- Epochs: [pending completion]
- Optimizer: AdamW (with Bitsandbytes 8-bit optimization)
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ko
- Created
- Jan 25, 2025
- Updated
- Jan 28, 2025