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thai-whisper-small
xb2g/thai-whisper-small
thai-whisper-small is a machine learning model from xb2g. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Fine-tuned Whisper Small model for Thai Automatic Speech Recognition.
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242M
1.9 GB on disk
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.pt967 MB · 50%
At a glance
- License
- mit
- Model type
- whisper
- Access
- Public
- Created
- Mar 20, 2026
- Updated
- Mar 26, 2026
- SHA
- 6c830141
Base models
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Model card
From the Hugging Face model README
Thai Whisper Small
Fine-tuned Whisper Small model for Thai Automatic Speech Recognition.
Training Details
- Base Model: openai/whisper-small (244M parameters)
- Dataset: Thai Elderly Speech (19,200 samples, 17 hours)
- Epochs: 3
- Loss Reduction: 86% (1.93 → 0.27)
Training History
| Epoch | Train Loss | Test Loss | Improvement |
|---|---|---|---|
| 1 | 1.9345 | 0.2274 | Baseline |
| 2 | 0.2893 | 0.2328 | -85% |
| 3 | 0.2691 | 0.2217 | -86% |
Usage
import torch
from transformers import WhisperProcessor, WhisperForConditionalGeneration
# Load processor from base model
processor = WhisperProcessor.from_pretrained("openai/whisper-small")
# Load base model
model = WhisperForConditionalGeneration.from_pretrained("openai/whisper-small")
# Load fine-tuned weights
model.load_state_dict(torch.load("model.pt", map_location="cpu"))
model.eval()
License
MIT License
- Type
- whisper
- License
- mit
- Languages
- th, en
- Created
- Mar 20, 2026
- Updated
- Mar 26, 2026