whisper-large-v3-ft-btb-cv-cy

This model is a version of openai/whisper-large-v3 finedtuned with transcriptions of Welsh language spontaneous speech Banc Trawsgrifiadau Bangor (btb) ac well as recordings of read speach from Welsh Common Voice version 18 (cv) for additional training.

As such this model is suitable for more verbatim transcribing of spontaneous or unplanned speech. It achieves the following results on the Banc Trawsgrifiadau Bangor'r test set

• WER: 29.72
• CER: 11.01

Usage

from transformers import pipeline

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

{'text': 'ymm, yn y pum mlynadd dwitha 'ma ti 'di... Ie. ...bod drw dipyn felly do?'}