update

.gitattributes

@@ -44,7 +44,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.flac filter=lfs diff=lfs merge=lfs -text
 *.mp3 filter=lfs diff=lfs merge=lfs -text
 *.ogg filter=lfs diff=lfs merge=lfs -text
-*.wav filter=lfs diff=lfs merge=lfs -text
 # Image files - uncompressed
 *.bmp filter=lfs diff=lfs merge=lfs -text
 *.gif filter=lfs diff=lfs merge=lfs -text

README.md

@@ -17,7 +17,9 @@ tags:
 
 # Multilingual Speech Commands Dataset (3 Languages, Raw)
 
-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.
+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
@@ -28,11 +30,12 @@ This dataset contains raw speech command samples for Kazakh, Tatar, and Russian.
 The dataset is organized into one folder per language. Each folder contains `.wav` files grouped by command label.
 
 ## License
-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.
+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)},  
@@ -41,8 +44,10 @@ 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)},  
@@ -51,11 +56,14 @@ year={2024},
 pages={1-5},  
 doi={10.1109/IECON55916.2024.10905876}  
 }
+```
 
 ### Russian:
-@INPROCEEDINGS{kuzdeuov2025multilingual,  
+```
+@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}  
 }
+```