Investigation of the Relation between Emotional State and Acoustic Parameters in the Context of Language

Turgut ÖZSEVEN

doi:https://doi.org/10.31590/ejosat.448095

Makale detayları

Investigation of the Relation between Emotional State and Acoustic Parameters in the Context of Language

Yazarlar:

Turgut ÖZSEVEN

Yayıncı:

Osman SAĞDIÇ

Ana Başlıklar:

Uygulamalı fizik

Dergi:

European Journal of Science and Technology 2018 Vol. Issue 14, pp.241-244

Belge Tipi:

Makale

Yayın Tarihi:

12/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000920281

Sıklık:

Üç Aylık

eISSN:

2148-2683

DOI:

https://doi.org/10.31590/ejosat.448095

Anahtar kelimeler:

Özet:

 


Acoustic
analysis is the most basic method used for speech emotion recognition. Speech
records are digitized by signal processing methods, and various acoustic
features of speech are obtained by acoustic analysis methods. The relationship
between acoustic features and emotion has been investigated in many studies.
However, studies have mostly focused on emotion recognition success or the
effects of emotions on acoustic features. The effect of spoken language on
speech emotion recognition has been investigated in a limited number. The
purpose of this study is to investigate the variability of the relationship
between acoustic features and emotions according to the spoken language. For
this purpose, three emotions (anger, fear and neutral) of three different
spoken languages (English, German and Italian) were used. In these data sets,
the change in acoustic features according to spoken language was investigated
statistically. According to the results obtained, the effect of anger on the
acoustic features does not change according to the spoken language. For fear,
change in spoken language shows a high similarity in Italian and German, but
low similarity in English.


.

 


Acoustic
analysis is the most basic method used for speech emotion recognition. Speech
records are digitized by signal processing methods, and various acoustic
features of speech are obtained by acoustic analysis methods. The relationship
between acoustic features and emotion has been investigated in many studies.
However, studies have mostly focused on emotion recognition success or the
effects of emotions on acoustic features. The effect of spoken language on
speech emotion recognition has been investigated in a limited number. The
purpose of this study is to investigate the variability of the relationship
between acoustic features and emotions according to the spoken language. For
this purpose, three emotions (anger, fear and neutral) of three different
spoken languages (English, German and Italian) were used. In these data sets,
the change in acoustic features according to spoken language was investigated
statistically. According to the results obtained, the effect of anger on the
acoustic features does not change according to the spoken language. For fear,
change in spoken language shows a high similarity in Italian and German, but
low similarity in English.


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Makale detayları

Investigation of the Relation between Emotional State and Acoustic Parameters in the Context of Language

Yazarlar:

Turgut ÖZSEVEN

Yayıncı:

Osman SAĞDIÇ

Ana Başlıklar:

Uygulamalı fizik

Dergi:

European Journal of Science and Technology 2018 Vol. Issue 14, pp.241-244

Belge Tipi:

Makale

Yayın Tarihi:

12/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000920281

Sıklık:

Üç Aylık

eISSN:

2148-2683

DOI:

https://doi.org/10.31590/ejosat.448095

Speech emotion recognition

Emotion and language

Acoustic analysis

Sayı

Makale detayları

Investigation of the Relation between Emotional State and Acoustic Parameters in the Context of Language

Yazarlar: Turgut ÖZSEVEN

Yayıncı: Osman SAĞDIÇ

Ana Başlıklar: Uygulamalı fizik

Dergi: European Journal of Science and Technology 2018 Vol. Issue 14, pp.241-244

Belge Tipi: Makale

Yayın Tarihi: 12/2018

Belge Dili: İngilizce

Document ID (Org No.): 2000920281

Sıklık: Üç Aylık

eISSN: 2148-2683

DOI: https://doi.org/10.31590/ejosat.448095

Speech emotion recognition

Emotion and language

Acoustic analysis

Sayı

Yazarlar:

Turgut ÖZSEVEN

Yayıncı:

Osman SAĞDIÇ

Ana Başlıklar:

Uygulamalı fizik

Dergi:

European Journal of Science and Technology 2018 Vol. Issue 14, pp.241-244

Belge Tipi:

Makale

Yayın Tarihi:

12/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000920281

Sıklık:

Üç Aylık

eISSN:

2148-2683

DOI:

https://doi.org/10.31590/ejosat.448095