Yehor/hubert-uk

HuBERT for Ukrainian

Community

• Discord: https://bit.ly/discord-uds
• Speech Recognition: https://t.me/speech_recognition_uk
• Speech Synthesis: https://t.me/speech_synthesis_uk

See other Ukrainian models: https://github.com/egorsmkv/speech-recognition-uk

Install

uv venv --python 3.12

source .venv/bin/activate

uv pip install -r requirements.txt
uv pip install -r requirements-dev.txt

Evaluation results

Metrics (float16) using evaluate library:

• WER: 0.3707 metric, 37.07%
• CER: 0.0687 metric, 6.87%
• Accuracy on words: 62.93%
• Accuracy on chars: 93.13%
• Inference time: 43.0227 seconds
• Audio duration: 16665.5212 seconds
• RTF: 0.0026

Cite this work

@misc {smoliakov_2025,
    author       = { {Smoliakov} },
    title        = { hubert-uk (Revision 4aae976) },
    year         = 2025,
    url          = { https://huggingface.co/Yehor/hubert-uk },
    doi          = { 10.57967/hf/4557 },
    publisher    = { Hugging Face }
}