artur-muratov/multilingual-speech-commands-3lang-raw

Multilingual Speech Commands Dataset (3 Languages, Raw)

This dataset is a curated subset of previously published speech command datasets in Kazakh, Tatar, and Russian. It is intended for use in multilingual speech command recognition and keyword spotting tasks. No data augmentation has been applied.

All files are included in their original form as released in the cited works below. This repository simply reorganizes them for convenience and accessibility.

Languages

• Kazakh
• Tatar
• Russian

Structure

The dataset is organized into one folder per language. Each folder contains .wav files grouped by command label.

License

All data is distributed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license, as permitted by the original dataset authors. If you use this dataset, you must cite the original sources listed below.

Citations

Kazakh:

@INPROCEEDINGS{KazakhSCR,  
author={Kuzdeuov, Askat and Nurgaliyev, Shakhizat and Turmakhan, Diana and Laiyk, Nurkhan and Varol, Huseyin Atakan},  
booktitle={Proc. of the International Conference on Robotics, Automation and Artificial Intelligence (RAAI)},  
title={Speech Command Recognition: Text-to-Speech and Speech Corpus Scraping Are All You Need},  
year={2023},  
pages={286-291},  
doi={10.1109/RAAI59955.2023.10601292}  
}

Tatar:

@INPROCEEDINGS{TatarSCR,  
author={Kuzdeuov, Askat and Gilmullin, Rinat and Khakimov, Bulat and Varol, Huseyin Atakan},  
booktitle={Proc. of the Annual Conference of the IEEE Industrial Electronics Society (IECON)},  
title={An Open-Source Tatar Speech Commands Dataset for IoT and Robotics Applications},  
year={2024},  
pages={1-5},  
doi={10.1109/IECON55916.2024.10905876}  
}

Russian:

@INPROCEEDINGS{MultilingualSCR,  
author={Kuzdeuov, Askat and Varol, Huseyin Atakan},  
booktitle={2025 11th International Conference on Control, Automation and Robotics (ICCAR)},  
title={Multilingual Speech Command Recognition for Voice Controlled Robots and Smart Systems},  
year={2025}  
}