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ISSAI_CV_330/test_sf/31_2_2_1_178_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/45_1_2_8_613_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/59_2_2_5_519_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/6_1_2_3_1248_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/35_1_2_5_448_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/38_2_2_5_1121_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/124_2_2_2_179_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/79_2_2_4_901_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/8_2_2_1_370_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/1_2_2_2_951_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/14_2_2_5_565_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/35_1_2_8_68_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/8_2_2_4_957_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/64_2_2_5_866_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/78_1_2_2_323_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/52_2_2_3_419_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/135_1_2_5_136_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/121_1_2_4_76_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/141_1_2_1_59_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/104_2_2_7_55_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/135_1_2_5_138_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/107_2_2_3_18_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/35_2_2_1_861_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/37_2_2_1_762_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/136_2_2_8_54_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/52_2_2_6_1248_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/56_2_2_1_1114_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/14_1_2_6_1163_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/9_1_2_5_80_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/18_1_2_9_30_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/9_2_2_6_602_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/93_2_2_9_1153_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/86_1_2_5_659_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/57_1_2_8_230_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/57_1_2_4_104_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/58_1_2_6_293_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/102_2_2_8_1_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/25_1_2_7_1181_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/57_2_2_1_190_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/10_1_2_9_526_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/37_1_2_6_816_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/3_2_2_8_693_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/86_1_2_8_127_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/125_2_2_1_159_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/136_1_2_4_36_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/27_1_2_6_149_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/38_1_2_9_392_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/8_2_2_9_749_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/38_2_2_2_36_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/36_1_2_7_865_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/3_1_2_5_810_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/9_2_2_6_326_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/53_1_2_6_810_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/81_2_2_7_1173_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/101_2_2_7_178_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/135_2_2_1_235_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/87_2_2_1_456_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/105_1_2_7_245_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/14_2_2_1_1180_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/57_2_2_7_76_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/29_1_2_7_225_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/53_1_2_4_227_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/87_1_2_7_280_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/59_2_2_7_281_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/18_2_2_6_1212_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/45_1_2_7_531_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/31_1_2_9_1060_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/93_1_2_4_603_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/59_1_2_1_620_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/100_1_2_9_111_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/1_1_2_2_701_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/81_2_2_9_571_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/68_1_2_3_257_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/29_2_2_6_311_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/59_1_2_2_1212_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
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ISSAI_CV_330/test_sf/101_1_2_5_220_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
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ISSAI_CV_330/test_sf/18_2_2_2_150_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/27_2_2_6_405_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/42_1_2_7_92_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
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ISSAI_CV_330/test_sf/14_2_2_1_477_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
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ISSAI_CV_330/test_sf/13_2_2_2_1251_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/57_2_2_8_355_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/53_1_2_4_282_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
ISSAI_CV_330/test_sf/38_1_2_1_465_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/37_1_2_7_472_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | |
ISSAI_CV_330/test_sf/105_1_2_3_118_1 | hf://datasets/issai/Multilingual_Speech_Commands_Dataset@6bd12fba6976f072f2cc15eff058b9dd24a218ee/ISSAI_CV_330.tar.gz | Not supported with pagination yet |
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Hugging Face Dataset Card
Dataset Name: Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English
Repository: https://github.com/IS2AI/MultilingualASR
Summary: This repository contains the recipe for reproducing the experiments detailed in the paper "A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English" (https://arxiv.org/abs/2108.01280). The work focuses on training a single end-to-end (E2E) automatic speech recognition (ASR) model for Kazakh, Russian, and English. The research compares monolingual and multilingual models (with combined and independent output grapheme sets), investigates the impact of language models (LMs) and data augmentation techniques, and achieves comparable performance to monolingual baselines (20.9% and 20.5% average word error rates for the best monolingual and multilingual models respectively on the combined test set). Pre-trained models are provided.
Citation:
Please cite the original paper: https://arxiv.org/pdf/2108.01280
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