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--- |
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license: apache-2.0 |
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base_model: openai/whisper-large-v3 |
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tags: |
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- generated_from_trainer |
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- verbatim |
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metrics: |
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- wer |
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model-index: |
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- name: whisper-large-v3-ft-btb-cv-cy |
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results: [] |
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datasets: |
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- techiaith/banc-trawsgrifiadau-bangor |
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- techiaith/commonvoice_18_0_cy |
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- techiaith/commonvoice_vad_cy |
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- cymen-arfor/lleisiau-arfor |
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language: |
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- cy |
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- en |
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pipeline_tag: automatic-speech-recognition |
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--- |
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# whisper-large-v3-ft-verbatim-cy-en |
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This model is a version of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) finedtuned with |
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transcriptions of Welsh language spontaneous speech from |
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[Banc Trawsgrifiadau Bangor (btb)](https://huggingface.co/datasets/techiaith/banc-trawsgrifiadau-bangor) and |
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[Lleisiau Arfor](https://huggingface.co/datasets/cymen-arfor/lleisiau-arfor) as well as recordings of read speech |
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from [Welsh Common Voice version 18 (cv)](https://huggingface.co/datasets/techiaith/commonvoice_18_0_cy) and |
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[Welsh Common Voice Vad Segments](https://huggingface.co/datasets/techiaith/commonvoice_vad_cy) for additional training. |
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As such this model is suitable for more verbatim transcribing of spontaneous or unplanned speech. It achieves the |
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following results on the [Banc Trawsgrifiadau Bangor'r test set](https://huggingface.co/datasets/techiaith/banc-trawsgrifiadau-bangor/viewer/default/test) |
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- WER: 28.99 |
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- CER: 10.27 |
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## Usage |
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```python |
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from transformers import pipeline |
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transcriber = pipeline("automatic-speech-recognition", model="techiaith/whisper-large-v3-ft-btb-cv-cy") |
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result = transcriber(<path or url to soundfile>) |
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print (result) |
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``` |
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`{'text': 'ymm, yn y pum mlynadd dwitha 'ma ti 'di... Ie. ...bod drw dipyn felly do?'}` |
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