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---
license: apache-2.0
language:
- lv
tags:
- Whisper
metrics:
- name: wer
type: wer
value: 9.56
pipeline_tag: automatic-speech-recognition
---
# Latvian Whisper small speech recognition model
Trained on combination of:
- Common Voice 17, custom selection of all validated clips, max 1000 clips per speaker
- Fleurs, test+train+validation
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).
For speech generation in Home Assistant use [Latvian Piper TTS voice](https://huggingface.co/RaivisDejus/Piper-lv_LV-Aivars-medium).
To improve speech recognition quality, more data is needed, donate your voice on [Balsu talka](https://balsutalka.lv/) |