Ses Parmakizi Kullanilarak Reklam Tanima

Huseyin Cabuk; Gokhan Ince

doi:10.1109/SIU.2015.7129850

Ses Parmakizi Kullanilarak Reklam Tanima

Translated title of the contribution: Commercial identification using audio fingerprinting

Huseyin Cabuk, Gokhan Ince

Department of Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Abstract

In our study, it is aimed to develop a system using an audio fingerprinting technique, which is used on through their smart phones to identify the commercials played on TV or radio. Thus, users can reach the information about the commercials faster than regular text searching. To achieve this goal, firstly an audio fingerprinting algorithm is developed to find the peaks in the spectrogram and generate the corresponding hashes. In addition to this, three parameters, 1) hash decrease coefficient, 2) matching rate and 3) power rate are introduced, their optimal values are presented and the proposed system is tested with music and commercial databases under various degradations. It is confirmed that hash count and matching duration are decreased, and recall and precision are improved.

Translated title of the contribution	Commercial identification using audio fingerprinting
Original language	Turkish
Title of host publication	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	427-430
Number of pages	4
ISBN (Electronic)	9781467373869
DOIs	https://doi.org/10.1109/SIU.2015.7129850
Publication status	Published - 19 Jun 2015
Event	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Malatya, Turkey Duration: 16 May 2015 → 19 May 2015

Publication series

Name	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings

Conference

Conference	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015
Country/Territory	Turkey
City	Malatya
Period	16/05/15 → 19/05/15

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

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10.1109/SIU.2015.7129850

Cite this

Cabuk, H., & Ince, G. (2015). Ses Parmakizi Kullanilarak Reklam Tanima. In 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings (pp. 427-430). Article 7129850 (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2015.7129850

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title = "Ses Parmakizi Kullanilarak Reklam Tanima",

abstract = "In our study, it is aimed to develop a system using an audio fingerprinting technique, which is used on through their smart phones to identify the commercials played on TV or radio. Thus, users can reach the information about the commercials faster than regular text searching. To achieve this goal, firstly an audio fingerprinting algorithm is developed to find the peaks in the spectrogram and generate the corresponding hashes. In addition to this, three parameters, 1) hash decrease coefficient, 2) matching rate and 3) power rate are introduced, their optimal values are presented and the proposed system is tested with music and commercial databases under various degradations. It is confirmed that hash count and matching duration are decreased, and recall and precision are improved.",

keywords = "Audio fingerprinting, Commercial idendification, Music identification",

author = "Huseyin Cabuk and Gokhan Ince",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 ; Conference date: 16-05-2015 Through 19-05-2015",

year = "2015",

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series = "2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings",

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Cabuk, H & Ince, G 2015, Ses Parmakizi Kullanilarak Reklam Tanima. in 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings., 7129850, 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 427-430, 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015, Malatya, Turkey, 16/05/15. https://doi.org/10.1109/SIU.2015.7129850

Ses Parmakizi Kullanilarak Reklam Tanima. / Cabuk, Huseyin; Ince, Gokhan.
2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. p. 427-430 7129850 (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Ses Parmakizi Kullanilarak Reklam Tanima

AU - Cabuk, Huseyin

AU - Ince, Gokhan

PY - 2015/6/19

Y1 - 2015/6/19

N2 - In our study, it is aimed to develop a system using an audio fingerprinting technique, which is used on through their smart phones to identify the commercials played on TV or radio. Thus, users can reach the information about the commercials faster than regular text searching. To achieve this goal, firstly an audio fingerprinting algorithm is developed to find the peaks in the spectrogram and generate the corresponding hashes. In addition to this, three parameters, 1) hash decrease coefficient, 2) matching rate and 3) power rate are introduced, their optimal values are presented and the proposed system is tested with music and commercial databases under various degradations. It is confirmed that hash count and matching duration are decreased, and recall and precision are improved.

AB - In our study, it is aimed to develop a system using an audio fingerprinting technique, which is used on through their smart phones to identify the commercials played on TV or radio. Thus, users can reach the information about the commercials faster than regular text searching. To achieve this goal, firstly an audio fingerprinting algorithm is developed to find the peaks in the spectrogram and generate the corresponding hashes. In addition to this, three parameters, 1) hash decrease coefficient, 2) matching rate and 3) power rate are introduced, their optimal values are presented and the proposed system is tested with music and commercial databases under various degradations. It is confirmed that hash count and matching duration are decreased, and recall and precision are improved.

KW - Audio fingerprinting

KW - Commercial idendification

KW - Music identification

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DO - 10.1109/SIU.2015.7129850

M3 - Konferans katkısı

AN - SCOPUS:84939211694

T3 - 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings

SP - 427

EP - 430

BT - 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015

Y2 - 16 May 2015 through 19 May 2015

ER -

Ses Parmakizi Kullanilarak Reklam Tanima

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