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Overview

Different KenLM models for Ukrainian.

Metrics

Tested with an acoustic model from w2v-xls-r-uk model:

Model CER WER
no LM 0.0412 0.2206
lm-3gram-10k (alpha=0.1) 0.0398 0.2191
lm-4gram-10k (alpha=0.1) 0.0398 0.219
lm-5gram-10k (alpha=0.1) 0.0398 0.219
lm-3gram-30k 0.038 0.2023
lm-4gram-30k 0.0379 0.2018
lm-5gram-30k 0.0379 0.202
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 KenLM models are under the Files and versions section.

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