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  license: cc-by-nc-sa-4.0
 
 
 
 
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- This repository contains KenLM models for the Ukrainian language
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- Metrics for the NEWS models (tested with an acoustic model of [wav2vec2-xls-r-300m model](https://huggingface.co/Yehor/wav2vec2-xls-r-300m-uk-with-small-lm)):
 
 
 
 
 
 
 
 
 
 
 
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  | Model | CER | WER |
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  |-|-|-|
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  | lm-4gram-500k | 0.0247 | 0.1207 |
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  | lm-5gram-500k | 0.0247 | 0.1209 |
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- Files of the models are under the Files and versions section.
 
 
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- Attribution to the NEWS models:
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  - Chaplynskyi, D. et al. (2021) lang-uk Ukrainian Ubercorpus [Data set]. https://lang.org.ua/uk/corpora/#anchor4
 
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  license: cc-by-nc-sa-4.0
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+ language:
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+ - uk
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+ tags:
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+ - automatic-speech-recognition
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+ ## Community
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+ - Discord: https://discord.gg/yVAjkBgmt4
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+ - Speech Recognition: https://t.me/speech_recognition_uk
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+ - Speech Synthesis: https://t.me/speech_synthesis_uk
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+ - Natural Language Processing: https://t.me/nlp_uk
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+
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+ ## Overview
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+ Different KenLM models for Ukrainian.
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+ ## Metrics
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+ Tested with an acoustic model from [w2v-xls-r-uk](https://huggingface.co/Yehor/w2v-xls-r-uk) model:
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  | Model | CER | WER |
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  |-|-|-|
 
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  | lm-4gram-500k | 0.0247 | 0.1207 |
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  | lm-5gram-500k | 0.0247 | 0.1209 |
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+ Files of the KenLM models are under the Files and versions section.
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+
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+ ## Attribution
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  - Chaplynskyi, D. et al. (2021) lang-uk Ukrainian Ubercorpus [Data set]. https://lang.org.ua/uk/corpora/#anchor4