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  license: cc-by-4.0
 
 
 
 
 
 
 
 
 
 
 
 
 
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  license: cc-by-4.0
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+ language:
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+ - kk
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+ - tt
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+ - ru
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+ pretty_name: Multilingual Speech Commands Dataset (3 Languages, Raw)
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+ tags:
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+ - speech
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+ - audio
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+ - keyword-spotting
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+ - speech-commands
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+ - kazakh
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+ - tatar
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+ - russian
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  ---
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+
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+ # Multilingual Speech Commands Dataset (3 Languages, Raw)
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+
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+ This dataset contains raw speech command samples for Kazakh, Tatar, and Russian. It is intended for use in speech command recognition and keyword spotting tasks. No data augmentation has been applied.
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+
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+ ## Languages
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+ - Kazakh
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+ - Tatar
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+ - Russian
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+
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+ ## Structure
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+ The dataset is organized into one folder per language. Each folder contains `.wav` files grouped by command label.
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+
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+ ## License
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+ All data is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. Users must cite the original sources listed below.
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+
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+ ## Citations
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+
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+ ### Kazakh:
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+ @INPROCEEDINGS{KazakhSCR,
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+ author={Kuzdeuov, Askat and Nurgaliyev, Shakhizat and Turmakhan, Diana and Laiyk, Nurkhan and Varol, Huseyin Atakan},
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+ booktitle={Proc. of the International Conference on Robotics, Automation and Artificial Intelligence (RAAI)},
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+ title={Speech Command Recognition: Text-to-Speech and Speech Corpus Scraping Are All You Need},
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+ year={2023},
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+ pages={286-291},
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+ doi={10.1109/RAAI59955.2023.10601292}
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+ }
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+
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+ ### Tatar:
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+ @INPROCEEDINGS{TatarSCR,
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+ author={Kuzdeuov, Askat and Gilmullin, Rinat and Khakimov, Bulat and Varol, Huseyin Atakan},
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+ booktitle={Proc. of the Annual Conference of the IEEE Industrial Electronics Society (IECON)},
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+ title={An Open-Source Tatar Speech Commands Dataset for IoT and Robotics Applications},
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+ year={2024},
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+ pages={1-5},
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+ doi={10.1109/IECON55916.2024.10905876}
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+ }
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+
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+ ### Russian:
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+ @INPROCEEDINGS{kuzdeuov2025multilingual,
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+ author={Kuzdeuov, Askat and Varol, Huseyin Atakan},
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+ booktitle={2025 11th International Conference on Control, Automation and Robotics (ICCAR)},
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+ title={Multilingual Speech Command Recognition for Voice Controlled Robots and Smart Systems},
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+ year={2025}
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+ }