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whisper-small-isizulu-noisy – AI Model by zionia | AlphaNeural AI

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zionia/
whisper-small-isizulu-noisy

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automatic-speech-recognition

south-african-languages

zionia/isizulu-asr-train

zionia/isizulu-asr-gaussian-noise

openai/whisper-small

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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

python

from transformers import pipeline

pipe = pipeline("automatic-speech-recognition", model="zionia/whisper-small-isizulu-noisy")
result = pipe("path/to/audio.wav")