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metadata
title: Ukrainian Speech-to-Text
emoji: ๐ŸŒ
colorFrom: blue
colorTo: yellow
sdk: gradio
sdk_version: 3.2
app_file: app.py
pinned: false

๐Ÿ‡บ๐Ÿ‡ฆ๐ŸŽค Voice recognition for Ukrainian language

This is a repository with aim to apply various speech recognition models on Ukrainian language.

You can see online demo here: https://huggingface.co/spaces/robinhad/ukrainian-stt.
Github link: https://github.com/robinhad/voice-recognition-ua.
Source code is in this repository together with auto-deploy pipeline scripts.

๐Ÿงฎ Models

Model name CER WER License Note
Wav2Vec2 6,01% 27,99% MIT Common Voice 8 dataset, test set used as validation
DeepSpeech with Wiki LM 12% 30,65% CC-BY-NC 4.0 Common Voice 6 dataset
DeepSpeech 16% 57% CC-BY-NC 4.0 Common Voice 6 dataset

Checkout latest releases here: https://github.com/robinhad/voice-recognition-ua/releases/.

If you'd like to check out different models for Ukrainian language, please visit https://github.com/egorsmkv/speech-recognition-uk.

๐Ÿค– Training scripts

Guides for training are available in corresponding folders for each model.

Support

If you like my work, please support here: https://send.monobank.ua/jar/48iHq4xAXm

๐Ÿค Attribution

@robinhad - model training.
@egorsmkv - organized Ukrainian Speech recognition community.
@tarasfrompir - created synthetic 1200h Ukrainian Speech-to-Text dataset.
@AlexeyBoiler - hosted Ukrainian Speech-to-Text dataset.