Fast decoder design of connected word speech recognition for automobile navigation system

Seokyeong Jeong, Kyoung Won Min, Hanseok Ko

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

This paper presents efficient decoder techniques for use in a large vocabulary connected word speech recognition system that is designed to operate in an automobile navigation platform. In particular, we introduce a two-pass search technique that can handle a large vocabulary list at a high speed. Essentially, both the 1st and 2nd passes share the identical acoustic model that makes it possible to significantly reduce the amount of computational load in the 2nd pass. Also, efficient implementation techniques for embedded platforms are presented for realizing a high-speed speech recognizer design suitable for automobile navigation system. 1

Original languageEnglish
Title of host publicationDigest of Technical Papers - IEEE International Conference on Consumer Electronics
Pages215-216
Number of pages2
Volume2006
DOIs
Publication statusPublished - 2006 Sep 18
EventInternational Conference on Consumer Electronics, ICCE '06 - Las Vegas, NV, United States
Duration: 2006 Jan 72006 Jan 11

Other

OtherInternational Conference on Consumer Electronics, ICCE '06
CountryUnited States
CityLas Vegas, NV
Period06/1/706/1/11

Fingerprint

Navigation systems
Speech recognition
Automobiles
Navigation
Acoustics

Keywords

  • Automobile navigation system
  • Embedded system
  • Fast decoder design
  • Speech recognition
  • Two-pass search

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Industrial and Manufacturing Engineering

Cite this

Jeong, S., Min, K. W., & Ko, H. (2006). Fast decoder design of connected word speech recognition for automobile navigation system. In Digest of Technical Papers - IEEE International Conference on Consumer Electronics (Vol. 2006, pp. 215-216). [1598387] https://doi.org/10.1109/ICCE.2006.1598387

Fast decoder design of connected word speech recognition for automobile navigation system. / Jeong, Seokyeong; Min, Kyoung Won; Ko, Hanseok.

Digest of Technical Papers - IEEE International Conference on Consumer Electronics. Vol. 2006 2006. p. 215-216 1598387.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Jeong, S, Min, KW & Ko, H 2006, Fast decoder design of connected word speech recognition for automobile navigation system. in Digest of Technical Papers - IEEE International Conference on Consumer Electronics. vol. 2006, 1598387, pp. 215-216, International Conference on Consumer Electronics, ICCE '06, Las Vegas, NV, United States, 06/1/7. https://doi.org/10.1109/ICCE.2006.1598387
Jeong S, Min KW, Ko H. Fast decoder design of connected word speech recognition for automobile navigation system. In Digest of Technical Papers - IEEE International Conference on Consumer Electronics. Vol. 2006. 2006. p. 215-216. 1598387 https://doi.org/10.1109/ICCE.2006.1598387
Jeong, Seokyeong ; Min, Kyoung Won ; Ko, Hanseok. / Fast decoder design of connected word speech recognition for automobile navigation system. Digest of Technical Papers - IEEE International Conference on Consumer Electronics. Vol. 2006 2006. pp. 215-216
@inproceedings{6005d421449549a2b2e1ab4e4420a34e,
title = "Fast decoder design of connected word speech recognition for automobile navigation system",
abstract = "This paper presents efficient decoder techniques for use in a large vocabulary connected word speech recognition system that is designed to operate in an automobile navigation platform. In particular, we introduce a two-pass search technique that can handle a large vocabulary list at a high speed. Essentially, both the 1st and 2nd passes share the identical acoustic model that makes it possible to significantly reduce the amount of computational load in the 2nd pass. Also, efficient implementation techniques for embedded platforms are presented for realizing a high-speed speech recognizer design suitable for automobile navigation system. 1",
keywords = "Automobile navigation system, Embedded system, Fast decoder design, Speech recognition, Two-pass search",
author = "Seokyeong Jeong and Min, {Kyoung Won} and Hanseok Ko",
year = "2006",
month = "9",
day = "18",
doi = "10.1109/ICCE.2006.1598387",
language = "English",
isbn = "0780394593",
volume = "2006",
pages = "215--216",
booktitle = "Digest of Technical Papers - IEEE International Conference on Consumer Electronics",

}

TY - GEN

T1 - Fast decoder design of connected word speech recognition for automobile navigation system

AU - Jeong, Seokyeong

AU - Min, Kyoung Won

AU - Ko, Hanseok

PY - 2006/9/18

Y1 - 2006/9/18

N2 - This paper presents efficient decoder techniques for use in a large vocabulary connected word speech recognition system that is designed to operate in an automobile navigation platform. In particular, we introduce a two-pass search technique that can handle a large vocabulary list at a high speed. Essentially, both the 1st and 2nd passes share the identical acoustic model that makes it possible to significantly reduce the amount of computational load in the 2nd pass. Also, efficient implementation techniques for embedded platforms are presented for realizing a high-speed speech recognizer design suitable for automobile navigation system. 1

AB - This paper presents efficient decoder techniques for use in a large vocabulary connected word speech recognition system that is designed to operate in an automobile navigation platform. In particular, we introduce a two-pass search technique that can handle a large vocabulary list at a high speed. Essentially, both the 1st and 2nd passes share the identical acoustic model that makes it possible to significantly reduce the amount of computational load in the 2nd pass. Also, efficient implementation techniques for embedded platforms are presented for realizing a high-speed speech recognizer design suitable for automobile navigation system. 1

KW - Automobile navigation system

KW - Embedded system

KW - Fast decoder design

KW - Speech recognition

KW - Two-pass search

UR - http://www.scopus.com/inward/record.url?scp=33748523082&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=33748523082&partnerID=8YFLogxK

U2 - 10.1109/ICCE.2006.1598387

DO - 10.1109/ICCE.2006.1598387

M3 - Conference contribution

SN - 0780394593

SN - 9780780394599

VL - 2006

SP - 215

EP - 216

BT - Digest of Technical Papers - IEEE International Conference on Consumer Electronics

ER -