metadata
license: cc-by-nc-sa-4.0
This repository contains KenLM models for the Ukrainian language
Metrics for the NEWS models (tested with an acoustic model of wav2vec2-xls-r-300m model):
| Model | CER | WER |
|---|---|---|
| no LM | 0.0412 | 0.2206 |
| lm-3gram-50k | 0.0348 | 0.1826 |
| lm-4gram-50k | 0.0347 | 0.1818 |
| lm-5gram-50k | 0.0347 | 0.1821 |
| lm-3gram-100k | 0.031 | 0.1588 |
| lm-4gram-100k | 0.0308 | 0.1579 |
| lm-5gram-100k | 0.0308 | 0.1579 |
| lm-3gram-300k | 0.0261 | 0.1294 |
| lm-4gram-300k | 0.0261 | 0.1293 |
| lm-5gram-300k | 0.0261 | 0.1293 |
| lm-3gram-500k | 0.0248 | 0.1209 |
| lm-4gram-500k | 0.0247 | 0.1207 |
| lm-5gram-500k | 0.0247 | 0.1209 |
Files of the models are under the Files and versions section.
Attribution to the NEWS models:
- Chaplynskyi, D. et al. (2021) lang-uk Ukrainian Ubercorpus [Data set]. https://lang.org.ua/uk/corpora/#anchor4