SpeakNav: A voice-based navigation system via route description language understanding

Lei Bi; Juan Cao; Guohui Li; Nguyen Quoc Viet Hung; Christian S. Jensen; Bolong Zheng

doi:10.1109/ICDE51399.2021.00300

SpeakNav: A voice-based navigation system via route description language understanding

Lei Bi, Juan Cao, Guohui Li, Nguyen Quoc Viet Hung, Christian S. Jensen, Bolong Zheng^*

^*Corresponding author for this work

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

2 Citations (Scopus)

59 Downloads (Pure)

Abstract

Many navigation applications take natural language speech as input, which avoids typing in words with their hands and decreases the occurrence of traffic accidents. We propose the SpearkNav navigation system that enables users to describe intended routes via speech and supports clue-based route retrieval. SpeakNav includes a route description language understanding model for determining POIs and distances along expected routes, and it includes an efficient algorithm to compute desired routes. In addition, SpeakNav supports basic POI and location search and location-based route navigation. We demonstrate how SpeakNav accurately recognizes users' intentions and recommends appropriate routes in real application scenarios.

Original language	English
Title of host publication	Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021
Number of pages	4
Publisher	IEEE
Publication date	Apr 2021
Pages	2669-2672
Article number	9458708
ISBN (Electronic)	978-1-7281-9184-3, 978-1-7281-9185-0
DOIs	https://doi.org/10.1109/ICDE51399.2021.00300
Publication status	Published - Apr 2021
Event	37th IEEE International Conference on Data Engineering, ICDE 2021 - Virtual, Chania, Greece Duration: 19 Apr 2021 → 22 Apr 2021

Conference

Conference	37th IEEE International Conference on Data Engineering, ICDE 2021
Country/Territory	Greece
City	Virtual, Chania
Period	19/04/2021 → 22/04/2021

Series	Proceedings - International Conference on Data Engineering
ISSN	1084-4627

Bibliographical note

Publisher Copyright:
© 2021 IEEE.

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10.1109/ICDE51399.2021.00300

SpeakNavAccepted author manuscript, 3.36 MB

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@inproceedings{45a70617a0bb45ecbb52bb57175fe8a7,

title = "SpeakNav: A voice-based navigation system via route description language understanding",

abstract = "Many navigation applications take natural language speech as input, which avoids typing in words with their hands and decreases the occurrence of traffic accidents. We propose the SpearkNav navigation system that enables users to describe intended routes via speech and supports clue-based route retrieval. SpeakNav includes a route description language understanding model for determining POIs and distances along expected routes, and it includes an efficient algorithm to compute desired routes. In addition, SpeakNav supports basic POI and location search and location-based route navigation. We demonstrate how SpeakNav accurately recognizes users' intentions and recommends appropriate routes in real application scenarios.",

author = "Lei Bi and Juan Cao and Guohui Li and {Viet Hung}, {Nguyen Quoc} and Jensen, {Christian S.} and Bolong Zheng",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 37th IEEE International Conference on Data Engineering, ICDE 2021 ; Conference date: 19-04-2021 Through 22-04-2021",

year = "2021",

month = apr,

doi = "10.1109/ICDE51399.2021.00300",

language = "English",

series = "Proceedings - International Conference on Data Engineering",

pages = "2669--2672",

booktitle = "Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021",

publisher = "IEEE",

address = "United States",

}

Bi, L, Cao, J, Li, G, Viet Hung, NQ, Jensen, CS & Zheng, B 2021, SpeakNav: A voice-based navigation system via route description language understanding. in Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021., 9458708, IEEE, Proceedings - International Conference on Data Engineering, pp. 2669-2672, 37th IEEE International Conference on Data Engineering, ICDE 2021, Virtual, Chania, Greece, 19/04/2021. https://doi.org/10.1109/ICDE51399.2021.00300

SpeakNav: A voice-based navigation system via route description language understanding. / Bi, Lei; Cao, Juan; Li, Guohui et al.
Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, 2021. p. 2669-2672 9458708 (Proceedings - International Conference on Data Engineering).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - SpeakNav

T2 - 37th IEEE International Conference on Data Engineering, ICDE 2021

AU - Bi, Lei

AU - Cao, Juan

AU - Li, Guohui

AU - Viet Hung, Nguyen Quoc

AU - Jensen, Christian S.

AU - Zheng, Bolong

PY - 2021/4

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N2 - Many navigation applications take natural language speech as input, which avoids typing in words with their hands and decreases the occurrence of traffic accidents. We propose the SpearkNav navigation system that enables users to describe intended routes via speech and supports clue-based route retrieval. SpeakNav includes a route description language understanding model for determining POIs and distances along expected routes, and it includes an efficient algorithm to compute desired routes. In addition, SpeakNav supports basic POI and location search and location-based route navigation. We demonstrate how SpeakNav accurately recognizes users' intentions and recommends appropriate routes in real application scenarios.

AB - Many navigation applications take natural language speech as input, which avoids typing in words with their hands and decreases the occurrence of traffic accidents. We propose the SpearkNav navigation system that enables users to describe intended routes via speech and supports clue-based route retrieval. SpeakNav includes a route description language understanding model for determining POIs and distances along expected routes, and it includes an efficient algorithm to compute desired routes. In addition, SpeakNav supports basic POI and location search and location-based route navigation. We demonstrate how SpeakNav accurately recognizes users' intentions and recommends appropriate routes in real application scenarios.

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DO - 10.1109/ICDE51399.2021.00300

M3 - Article in proceeding

AN - SCOPUS:85112866688

T3 - Proceedings - International Conference on Data Engineering

SP - 2669

EP - 2672

BT - Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021

PB - IEEE

Y2 - 19 April 2021 through 22 April 2021

ER -

SpeakNav: A voice-based navigation system via route description language understanding

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