whisper-large-v3-ft-cv-cy

This model is a version of openai/whisper-large-v3 fine-tuned with the train_all and other_with_excluded custom splits from techiaith/commonvoice_18_0_cy

It achieves the following results on the Common Voice for Welsh release 18's standard test set:

• WER: 18.50
• CER: 5.32

N.B. this model performs considerably worse on English language speech, but better on Welsh than a bilingual model

Usage

from transformers import pipeline

transcriber = pipeline("automatic-speech-recognition", model="techiaith/whisper-large-v3-ft-cv-cy")
result = transcriber(<path or url to soundfile>)
print (result)

{'text': 'Mae hen wlad fy nhadau yn annwyl i mi.'}