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en_whisper_nonstandard_small
Veronica1NW/en_whisper_nonstandard_small
en_whisper_nonstandard_small is a automatic speech recognition model from Veronica1NW. Use it when you need speech turned into text. The card lists the license as apache-2.0.
Languages: English (en) — Non-standard / accented varieties from Kenyan speakers
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At a glance
- Task
- Automatic Speech Recognition
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Oct 27, 2025
- Updated
- Oct 27, 2025
- SHA
- db86f358
Base models
Model card
From the Hugging Face model README
English Whisper Non-Standard Small
Languages: English (en) — Non-standard / accented varieties from Kenyan speakers
This model was fine-tuned on accented and non-standard Kenyan English speech to enhance ASR accuracy for regional pronunciations.
Fine-tuning data: Subset of Mozilla Common Voice + curated Kenyan English speech
📊 Evaluation
| Metric | Dev | Test |
|---|---|---|
| WER | 0.1814 | 0.1209 |
| CER | 0.1034 | 0.0669 |
- Task
- Automatic Speech Recognition
- Type
- whisper
- License
- apache-2.0
- Languages
- en
- Created
- Oct 27, 2025
- Updated
- Oct 27, 2025