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--- |
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base_model: openai/whisper-small |
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datasets: |
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- mozilla-foundation/common_voice_17_0 |
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language: gl |
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library_name: transformers |
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license: apache-2.0 |
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model-index: |
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- name: Finetuned openai/whisper-small on Galician |
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results: |
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- task: |
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type: automatic-speech-recognition |
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name: Speech-to-Text |
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dataset: |
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name: Common Voice (Galician) |
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type: common_voice |
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metrics: |
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- type: wer |
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value: 13.681 |
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--- |
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# Finetuned openai/whisper-small on 35141 Galician training audio samples from mozilla-foundation/common_voice_17_0. |
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This model was created from the Mozilla.ai Blueprint: |
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[speech-to-text-finetune](https://github.com/mozilla-ai/speech-to-text-finetune). |
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## Example |
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Speech input: |
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<audio controls><source src="https://huggingface.co/mozilla-ai/whisper-small-gl/resolve/main/gl-example.wav" type="audio/wav"></audio> |
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Text output: |
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| Ground Truth | [openai/whisper-small](https://huggingface.co/openai/whisper-small) | [mozilla-ai/whisper-small-gl](https://huggingface.co/mozilla-ai/whisper-small-gl) *| |
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| -------------| -------------| ------------------- | |
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| O Comit茅 Econ贸mico e Social Europeo deu luz verde esta terza feira ao uso de galego, euskera e catal谩n nas s煤as sesi贸ns plenarias, segundo informou o Ministerio de Asuntos Exteriores nun comunicado no que se felicitou da decisi贸n. | O Comit茅 Econ贸mico Social Europeo de Uluz Verde est谩 terza feira a Ousse de Gallego e Uskera e Catalan a s煤as asesi贸ns planarias, segundo informou o Ministerio de Asuntos Exteriores nun comunicado no que se felicitou da decisi贸n. | O Comit茅 Econ贸mico Social Europeo deu luz verde esta terza feira ao uso de galego e usquera e catal谩n nas s煤as sesi贸ns planarias, segundo informou o Ministerio de Asuntos Exteriores nun comunicado no que se felicitou da decisi贸n. | |
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## Evaluation results on 9990 audio samples of Galician: |
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### Baseline model (before finetuning) on Galician |
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- Word Error Rate: 40.812 |
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- Loss: 1.506 |
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### Finetuned model (after finetuning) on Galician |
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- Word Error Rate: 13.681 |
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- Loss: 0.21 |
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