Emotion detection from female speech in computer games

Tarashankar Rudra; Manolya Kavakli; David Tien

Emotion detection from female speech in computer games

Tarashankar Rudra^*, Manolya Kavakli, David Tien

^*Corresponding author for this work

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

3 Citations (Scopus)

38 Downloads (Pure)

Abstract

This paper proposes a novel approach for classifying emotional states of neutral or anger of female voice from artificial pidgin, utterances using Support vector machine (SVM). The objective of the paper is to demonstrate that a new language called Game pidgin language (GPL), can not only generate real time spoken response from the nonplayer-character but also capture and express emotions in speech, interactive computer games. The new language is applied to capture the emotion in speech of a game player to generate the corresponding emotive response from the nonplayer-character (NPC).

Original language	English
Title of host publication	Fourth International Conference on Information Technology and Applications, ICITA 2007
Place of Publication	Piscataway, NJ
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	712-716
Number of pages	5
ISBN (Print)	0980326702, 9780980326703
Publication status	Published - 2007
Event	4th International Conference on Information Technology and Applications, ICITA 2007 - Harbin, China Duration: 15 Jan 2007 → 18 Jan 2007

Other

Other	4th International Conference on Information Technology and Applications, ICITA 2007
Country/Territory	China
City	Harbin
Period	15/01/07 → 18/01/07

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@inproceedings{6827c375758c4a0d857e8ade7c8d3046,

title = "Emotion detection from female speech in computer games",

abstract = "This paper proposes a novel approach for classifying emotional states of neutral or anger of female voice from artificial pidgin, utterances using Support vector machine (SVM). The objective of the paper is to demonstrate that a new language called Game pidgin language (GPL), can not only generate real time spoken response from the nonplayer-character but also capture and express emotions in speech, interactive computer games. The new language is applied to capture the emotion in speech of a game player to generate the corresponding emotive response from the nonplayer-character (NPC).",

author = "Tarashankar Rudra and Manolya Kavakli and David Tien",

year = "2007",

language = "English",

isbn = "0980326702",

pages = "712--716",

booktitle = "Fourth International Conference on Information Technology and Applications, ICITA 2007",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

address = "United States",

note = "4th International Conference on Information Technology and Applications, ICITA 2007 ; Conference date: 15-01-2007 Through 18-01-2007",

}

Rudra, T, Kavakli, M & Tien, D 2007, Emotion detection from female speech in computer games. in Fourth International Conference on Information Technology and Applications, ICITA 2007. Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, pp. 712-716, 4th International Conference on Information Technology and Applications, ICITA 2007, Harbin, China, 15/01/07.

Emotion detection from female speech in computer games. / Rudra, Tarashankar; Kavakli, Manolya; Tien, David.
Fourth International Conference on Information Technology and Applications, ICITA 2007. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2007. p. 712-716.

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

TY - GEN

T1 - Emotion detection from female speech in computer games

AU - Rudra, Tarashankar

AU - Kavakli, Manolya

AU - Tien, David

PY - 2007

Y1 - 2007

N2 - This paper proposes a novel approach for classifying emotional states of neutral or anger of female voice from artificial pidgin, utterances using Support vector machine (SVM). The objective of the paper is to demonstrate that a new language called Game pidgin language (GPL), can not only generate real time spoken response from the nonplayer-character but also capture and express emotions in speech, interactive computer games. The new language is applied to capture the emotion in speech of a game player to generate the corresponding emotive response from the nonplayer-character (NPC).

AB - This paper proposes a novel approach for classifying emotional states of neutral or anger of female voice from artificial pidgin, utterances using Support vector machine (SVM). The objective of the paper is to demonstrate that a new language called Game pidgin language (GPL), can not only generate real time spoken response from the nonplayer-character but also capture and express emotions in speech, interactive computer games. The new language is applied to capture the emotion in speech of a game player to generate the corresponding emotive response from the nonplayer-character (NPC).

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M3 - Conference proceeding contribution

AN - SCOPUS:36448993316

SN - 0980326702

SN - 9780980326703

SP - 712

EP - 716

BT - Fourth International Conference on Information Technology and Applications, ICITA 2007

PB - Institute of Electrical and Electronics Engineers (IEEE)

CY - Piscataway, NJ

T2 - 4th International Conference on Information Technology and Applications, ICITA 2007

Y2 - 15 January 2007 through 18 January 2007

ER -

Emotion detection from female speech in computer games

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