MMS-300M-Ugandan — Ugandan Languages ASR
Fine-tuned for automatic speech recognition on Ugandan languages.
Languages
Japadhola, English, Luganda, Runyakore, Acholi
Training Details
| Property | Value |
|---|---|
| Base model | facebook/mms-300m |
| Training approach | Adapter-based fine-tuning (~2M trainable params), base model frozen |
| Train samples | 5545 |
| Test samples | 158 |
| Final WER | 100.0% |
| Trained on | 2026-05-21 19:00 |
| GPUs | 4× GPU with DDP |
Supported Languages
- Japadhola (Luo/Nilotic)
- English
- Luganda (Bantu)
- Runyakore (Bantu)
- Acholi (Luo/Nilotic)
Usage
from transformers import pipeline
pipe = pipeline("automatic-speech-recognition", model="Bateesa/mms-300m-ugandan")
result = pipe("your_audio.wav")
print(result["text"])