Whisper Small - Combined South African Languages
This model is a fine-tuned version of openai/whisper-small on multiple South African language datasets.
Training Data
This model was trained on 2 combined datasets:
- zionia/isizulu-asr-train
- zionia/isizulu-asr-0.9
Total training samples: 1080 Total test samples: 270
Training Details
- Training epochs: 15
- Learning rate: 1e-05
- Batch size: 16
- Best WER: 61.09%
Usage
from transformers import pipeline
pipe = pipeline("automatic-speech-recognition", model="zionia/whisper-small-isizulu-0.9x")
result = pipe("path/to/audio.wav")