Robust speaker direction estimation with microphone array using NMF for smart TV interaction

Seongkyu Mun, Suwon Shon, Wooil Kim, Hanseok Ko

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

1 Citation (Scopus)

Abstract

This paper proposes a robust speaker direction estimation method based on a microphone array for voice based interaction with smart TV. The proposed method uses speech basis and associated weights of non-negative matrix factorization for finding the speaker independent utterance direction from input signal with noise. The experimental results of the speaker direction estimation in real acoustic environment validate the effectiveness of the proposed algorithm in terms of representative performance measures compared to the conventional methods

Original languageEnglish
Title of host publication2015 IEEE International Conference on Consumer Electronics, ICCE 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages112-113
Number of pages2
ISBN (Print)9781479975426
DOIs
Publication statusPublished - 2015 Mar 23
Event2015 IEEE International Conference on Consumer Electronics, ICCE 2015 - Las Vegas, United States
Duration: 2015 Jan 92015 Jan 12

Other

Other2015 IEEE International Conference on Consumer Electronics, ICCE 2015
CountryUnited States
CityLas Vegas
Period15/1/915/1/12

Fingerprint

Microphones
Factorization
Acoustics

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering
  • Industrial and Manufacturing Engineering

Cite this

Mun, S., Shon, S., Kim, W., & Ko, H. (2015). Robust speaker direction estimation with microphone array using NMF for smart TV interaction. In 2015 IEEE International Conference on Consumer Electronics, ICCE 2015 (pp. 112-113). [7066341] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCE.2015.7066341

Robust speaker direction estimation with microphone array using NMF for smart TV interaction. / Mun, Seongkyu; Shon, Suwon; Kim, Wooil; Ko, Hanseok.

2015 IEEE International Conference on Consumer Electronics, ICCE 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 112-113 7066341.

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

Mun, S, Shon, S, Kim, W & Ko, H 2015, Robust speaker direction estimation with microphone array using NMF for smart TV interaction. in 2015 IEEE International Conference on Consumer Electronics, ICCE 2015., 7066341, Institute of Electrical and Electronics Engineers Inc., pp. 112-113, 2015 IEEE International Conference on Consumer Electronics, ICCE 2015, Las Vegas, United States, 15/1/9. https://doi.org/10.1109/ICCE.2015.7066341
Mun S, Shon S, Kim W, Ko H. Robust speaker direction estimation with microphone array using NMF for smart TV interaction. In 2015 IEEE International Conference on Consumer Electronics, ICCE 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 112-113. 7066341 https://doi.org/10.1109/ICCE.2015.7066341
Mun, Seongkyu ; Shon, Suwon ; Kim, Wooil ; Ko, Hanseok. / Robust speaker direction estimation with microphone array using NMF for smart TV interaction. 2015 IEEE International Conference on Consumer Electronics, ICCE 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 112-113
@inproceedings{abd232a34a1b47388271287bb2e87179,
title = "Robust speaker direction estimation with microphone array using NMF for smart TV interaction",
abstract = "This paper proposes a robust speaker direction estimation method based on a microphone array for voice based interaction with smart TV. The proposed method uses speech basis and associated weights of non-negative matrix factorization for finding the speaker independent utterance direction from input signal with noise. The experimental results of the speaker direction estimation in real acoustic environment validate the effectiveness of the proposed algorithm in terms of representative performance measures compared to the conventional methods",
author = "Seongkyu Mun and Suwon Shon and Wooil Kim and Hanseok Ko",
year = "2015",
month = "3",
day = "23",
doi = "10.1109/ICCE.2015.7066341",
language = "English",
isbn = "9781479975426",
pages = "112--113",
booktitle = "2015 IEEE International Conference on Consumer Electronics, ICCE 2015",
publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

TY - GEN

T1 - Robust speaker direction estimation with microphone array using NMF for smart TV interaction

AU - Mun, Seongkyu

AU - Shon, Suwon

AU - Kim, Wooil

AU - Ko, Hanseok

PY - 2015/3/23

Y1 - 2015/3/23

N2 - This paper proposes a robust speaker direction estimation method based on a microphone array for voice based interaction with smart TV. The proposed method uses speech basis and associated weights of non-negative matrix factorization for finding the speaker independent utterance direction from input signal with noise. The experimental results of the speaker direction estimation in real acoustic environment validate the effectiveness of the proposed algorithm in terms of representative performance measures compared to the conventional methods

AB - This paper proposes a robust speaker direction estimation method based on a microphone array for voice based interaction with smart TV. The proposed method uses speech basis and associated weights of non-negative matrix factorization for finding the speaker independent utterance direction from input signal with noise. The experimental results of the speaker direction estimation in real acoustic environment validate the effectiveness of the proposed algorithm in terms of representative performance measures compared to the conventional methods

UR - http://www.scopus.com/inward/record.url?scp=84936160031&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84936160031&partnerID=8YFLogxK

U2 - 10.1109/ICCE.2015.7066341

DO - 10.1109/ICCE.2015.7066341

M3 - Conference contribution

AN - SCOPUS:84936160031

SN - 9781479975426

SP - 112

EP - 113

BT - 2015 IEEE International Conference on Consumer Electronics, ICCE 2015

PB - Institute of Electrical and Electronics Engineers Inc.

ER -