Işitsel Işaretler Kullanilarak Duygu Tanima

Yunus Emre Çalişkan; Gökhan Ince

doi:10.1109/SIU.2015.7130269

Işitsel Işaretler Kullanilarak Duygu Tanima

Translated title of the contribution: Emotion recognition using auditory cues

Yunus Emre Çalişkan, Gökhan Ince

Department of Computer Engineering

Istanbul Technical University

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

Abstract

In this study, the development of a system capable of classifying human emotions during conversations in Turkish language is aimed. Thus, an artificial intelligence or a robotic system can be produced, which is able to analyze the mood of the users and provide services specific to a person. To achieve this a Turkish emotion corpus is created, potential practical problems and their solutions are considered. Furthermore, the impact of auditory feature extraction algorithms on the recognition performance are evaluated for Turkihs language, and the training methods to be used in the classifier are tested.

Translated title of the contribution	Emotion recognition using auditory cues
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	2042-2045
Number of pages	4
ISBN (Electronic)	9781467373869
DOIs	https://doi.org/10.1109/SIU.2015.7130269
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.

Access to Document

10.1109/SIU.2015.7130269

Cite this

Çalişkan, Y. E., & Ince, G. (2015). Işitsel Işaretler Kullanilarak Duygu Tanima. In 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings (pp. 2042-2045). Article 7130269 (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2015.7130269

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abstract = "In this study, the development of a system capable of classifying human emotions during conversations in Turkish language is aimed. Thus, an artificial intelligence or a robotic system can be produced, which is able to analyze the mood of the users and provide services specific to a person. To achieve this a Turkish emotion corpus is created, potential practical problems and their solutions are considered. Furthermore, the impact of auditory feature extraction algorithms on the recognition performance are evaluated for Turkihs language, and the training methods to be used in the classifier are tested.",

keywords = "classification, emotion analysis, emotion recognition, human-computer interaction",

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doi = "10.1109/SIU.2015.7130269",

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Çalişkan, YE & Ince, G 2015, Işitsel Işaretler Kullanilarak Duygu Tanima. in 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings., 7130269, 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 2042-2045, 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015, Malatya, Turkey, 16/05/15. https://doi.org/10.1109/SIU.2015.7130269

Işitsel Işaretler Kullanilarak Duygu Tanima. / Çalişkan, Yunus Emre; Ince, Gökhan.
2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. p. 2042-2045 7130269 (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 - Işitsel Işaretler Kullanilarak Duygu Tanima

AU - Çalişkan, Yunus Emre

AU - Ince, Gökhan

PY - 2015/6/19

Y1 - 2015/6/19

N2 - In this study, the development of a system capable of classifying human emotions during conversations in Turkish language is aimed. Thus, an artificial intelligence or a robotic system can be produced, which is able to analyze the mood of the users and provide services specific to a person. To achieve this a Turkish emotion corpus is created, potential practical problems and their solutions are considered. Furthermore, the impact of auditory feature extraction algorithms on the recognition performance are evaluated for Turkihs language, and the training methods to be used in the classifier are tested.

AB - In this study, the development of a system capable of classifying human emotions during conversations in Turkish language is aimed. Thus, an artificial intelligence or a robotic system can be produced, which is able to analyze the mood of the users and provide services specific to a person. To achieve this a Turkish emotion corpus is created, potential practical problems and their solutions are considered. Furthermore, the impact of auditory feature extraction algorithms on the recognition performance are evaluated for Turkihs language, and the training methods to be used in the classifier are tested.

KW - classification

KW - emotion analysis

KW - emotion recognition

KW - human-computer interaction

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U2 - 10.1109/SIU.2015.7130269

DO - 10.1109/SIU.2015.7130269

M3 - Konferans katkısı

AN - SCOPUS:84939171021

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

SP - 2042

EP - 2045

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 -

Çalişkan YE, Ince G. Işitsel Işaretler Kullanilarak Duygu Tanima. In 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. p. 2042-2045. 7130269. (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings). doi: 10.1109/SIU.2015.7130269

Işitsel Işaretler Kullanilarak Duygu Tanima

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