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README.md
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---
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license: apache-2.0
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---
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---
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language:
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- fi
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license: apache-2.0
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tags:
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- whisper-event
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- finnish
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datasets:
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- mozilla-foundation/common_voice_11_0
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- google/fleurs
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metrics:
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- wer
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- cer
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model-index:
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- name: Whisper Large V3 Finnish
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results:
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- task:
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name: Automatic Speech Recognition
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type: automatic-speech-recognition
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dataset:
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name: Common Voice 11.0
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type: mozilla-foundation/common_voice_11_0
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config: fi
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split: test
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args: fi
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metrics:
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- name: Wer
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type: wer
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value: 8.23
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- name: Cer
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type: cer
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value: 1.43
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- task:
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name: Automatic Speech Recognition
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type: automatic-speech-recognition
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dataset:
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name: FLEURS
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type: google/fleurs
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config: fi_fi
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split: test
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args: fi_fi
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metrics:
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- name: Wer
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type: wer
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value: 8.21
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- name: Cer
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type: cer
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value: 3.23
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---
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Original Whisper Large V3
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CV11
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WER: 14.81
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WER NORMALIZED: 10.82
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CER: 2.7
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CER NORMALIZED: 2.07
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Fleurs
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WER: 12.04
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WER NORMALIZED: 9.63
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CER: 2.48
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CER NORMALIZED: 3.64
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After Finetuning:
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@14000 steps
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CV11
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WER: 11.36
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WER NORMALIZED: 8.31
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CER: 1.93
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CER NORMALIZED: 1.48
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Fleurs
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WER: 10.2
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WER NORMALIZED: 8.56
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CER: 2.26
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CER NORMALIZED: 3.54
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@32000 steps
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CV11
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WER: 11.47
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WER NORMALIZED: 8.23
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CER: 1.91
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CER NORMALIZED: 1.43
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Fleurs
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WER: 10.1
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WER NORMALIZED: 8.21
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CER: 2.2
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CER NORMALIZED: 3.23
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