Işitsel Işaretler Kullanilarak Duygu Tanima

Yunus Emre Çalişkan; Gökhan Ince

doi:10.1109/SIU.2015.7130269

Işitsel Işaretler Kullanilarak Duygu Tanima

Yunus Emre Çalişkan, Gökhan Ince

Bilgisayar Mühendisliği Bölümü

Istanbul Technical University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

Özet

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.

Tercüme edilen katkı başlığı	Emotion recognition using auditory cues
Orijinal dil	Türkçe
Ana bilgisayar yayını başlığı	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	2042-2045
Sayfa sayısı	4
ISBN (Elektronik)	9781467373869
DOI'lar	https://doi.org/10.1109/SIU.2015.7130269
Yayın durumu	Yayınlandı - 19 Haz 2015
Etkinlik	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Malatya, Turkey Süre: 16 May 2015 → 19 May 2015

Yayın serisi

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

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015
Ülke/Bölge	Turkey
Şehir	Malatya
Periyot	16/05/15 → 19/05/15

Bibliyografik not

Publisher Copyright:
© 2015 IEEE.

Keywords

classification
emotion analysis
emotion recognition
human-computer interaction

Belgeye Erişim

10.1109/SIU.2015.7130269

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

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). Makale 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.",

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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).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

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

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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

Özet

Yayın serisi

???event.eventtypes.event.conference???

Bibliyografik not

Keywords

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap