metadata
language: zu
license: apache-2.0
tags:
- whisper
- automatic-speech-recognition
- south-african-languages
datasets:
- zionia/isizulu-asr-train
- zionia/isizulu-asr-gaussian-noise
base_model: openai/whisper-small
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-gaussian-noise
Total training samples: 1050 Total test samples: 263
Training Details
- Training epochs: 15
- Learning rate: 1e-05
- Batch size: 16
- Best WER: 63.57%
Usage
from transformers import pipeline
pipe = pipeline("automatic-speech-recognition", model="zionia/whisper-small-isizulu-noisy")
result = pipe("path/to/audio.wav")