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Spoken Dialogue-based Remote Control of Educational Mobile Robot with Mecanum Wheels

Nayden Chivarov, Denis Chikurtev, Matúš Pleva, Stanislav Ondáš, Jozef Juhár, Yuan‐Fu Liao

发表年份
2019
引用次数
2

摘要

This paper describes a new platform of educational mobile robot with Mecanum wheels and voice enabled dialogue-based human robot interaction model was established. Moreover, new trends in using deep neural networks for cloud- and edge-based speech recognition was described in detail. Finally, the progress of both the cloudand edge-based speech recognition was reported. Especially, promising usability test result on resisting room reverberation and background noise had been achieved by the proposed convolutional neural network (CNN)-based wake-up word (WUW) spotting system.

关键词

Computer scienceConvolutional neural networkSpeech recognitionUsabilityArtificial neural networkEnhanced Data Rates for GSM EvolutionMobile robotRobotReverberationCloud computing

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