issai/kazakh-speech-commands

Kazakh Speech Commands Dataset

Paper: Speech Command Recognition: Text-to-Speech and Speech Corpus Scraping Are All You Need

Repository: https://github.com/IS2AI/Kazakh-Speech-Commands-Dataset

Description: The dataset contains 3,623 utterances for 35 commands. The utterances were saved in the WAV format with a sampling rate of 16 kHz. The dataset was collected from 119 participants (62 males, 57 females) from different regions of Kazakhstan.

ID	Command (en)	Command (kk)	# samples
1	backward	артқа	113
2	forward	алға	112
3	right	оңға	106
4	left	солға	104
5	down	төмен	102
6	up	жоғары	104
7	go	жүр	101
8	stop	тоқта	107
9	on	қос	101
10	off	өшір	105
11	yes	иә	110
12	no	жоқ	107
13	learn	үйрен	108
14	follow	орында	104
15	zero	нөл	105
16	one	бір	107
17	two	екі	99
18	three	үш	107
19	four	төрт	97
20	five	бес	104
21	six	алты	101
22	seven	жеті	103
23	eight	сегіз	103
24	nine	тоғыз	100
25	bed	төсек	97
26	bird	құс	96
27	cat	мысық	97
28	dog	ит	102
29	happy	бақытты	101
30	house	үй	107
31	read	оқы	105
32	write	жаз	105
33	tree	ағаш	104
34	visual	көрнекі	100
35	wow	мәссаған	99

Citation:

@INPROCEEDINGS{10601292,
  author={Kuzdeuov, Askat and Nurgaliyev, Shakhizat and Turmakhan, Diana and Laiyk, Nurkhan and Varol, Huseyin Atakan},
  booktitle={2023 3rd 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},
  volume={},
  number={},
  pages={286-291},
  keywords={Accuracy;Speech coding;Virtual assistants;Speech recognition;Data collection;Benchmark testing;Data models;Speech commands recognition;text-to-speech;Kazakh Speech Corpus;voice commands;data-centric AI},
  doi={10.1109/RAAI59955.2023.10601292}}