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--- |
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license: apache-2.0 |
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language: |
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- lv |
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tags: |
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- Whisper |
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metrics: |
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- name: wer |
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type: wer |
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value: 9.56 |
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pipeline_tag: automatic-speech-recognition |
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--- |
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# Latvian Whisper small speech recognition model |
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Trained on combination of: |
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- Common Voice 17, custom selection of all validated clips, max 1000 clips per speaker |
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- Fleurs, test+train+validation |
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Regular whisper model and CTranslate2 converted version for use with [faster-whisper](https://github.com/SYSTRAN/faster-whisper) as part of [Home Assistant Whisper integration](https://www.home-assistant.io/integrations/whisper/) are available as well as GGML version for use with [whisper.cpp](https://github.com/ggerganov/whisper.cpp). |
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For speech generation in Home Assistant use [Latvian Piper TTS voice](https://huggingface.co/RaivisDejus/Piper-lv_LV-Aivars-medium). |
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To improve speech recognition quality, more data is needed, donate your voice on [Balsu talka](https://balsutalka.lv/) |
