Acoustical Analysis of Emotional Speech in Standard Basque for Emotions Recognition

Eva Navas; Inmaculada Hernáez; Amaia Castelruiz; Jon Sánchez; Iker Luengo

doi:10.1007/978-3-540-30463-0_48

Acoustical Analysis of Emotional Speech in Standard Basque for Emotions Recognition

Eva Navas^*
, Inmaculada Hernáez
, Amaia Castelruiz
, Jon Sánchez
, Iker Luengo

^*Corresponding author for this work

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

6 Citations (Scopus)

Abstract

This paper presents the acoustical study of an emotional speech database in standard Basque to determine the set of parameters that can be used for the recognition of emotions. The database is divided into two parts, one with neutral texts and another one with texts semantically related with the emotion. The study is performed on both parts, in order to known whether the same criteria may be used to recognize emotions independently of the semantic content of the text. Mean F0, F0 range, maximum positive slope in F0 curve, mean phone duration and RMS energy are analyzed. The parameters selected can distinguish emotions in both corpora, so they are suitable for emotion recognition.

Original language	English
Title of host publication	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Editors	Alberto Sanfeliu, Jose Francisco Martinez-Trinidad, Jesus Ariel Carrasco-Ochoa
Publisher	Springer Verlag
Pages	386-393
Number of pages	8
ISBN (Print)	3540235272
DOIs	https://doi.org/10.1007/978-3-540-30463-0_48
Publication status	Published - 2004
Externally published	Yes

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	3287
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

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10.1007/978-3-540-30463-0_48

Cite this

Navas, E., Hernáez, I., Castelruiz, A., Sánchez, J., & Luengo, I. (2004). Acoustical Analysis of Emotional Speech in Standard Basque for Emotions Recognition. In A. Sanfeliu, J. F. Martinez-Trinidad, & J. A. Carrasco-Ochoa (Eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (pp. 386-393). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3287). Springer Verlag. https://doi.org/10.1007/978-3-540-30463-0_48

Navas, Eva ; Hernáez, Inmaculada ; Castelruiz, Amaia et al. / Acoustical Analysis of Emotional Speech in Standard Basque for Emotions Recognition. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). editor / Alberto Sanfeliu ; Jose Francisco Martinez-Trinidad ; Jesus Ariel Carrasco-Ochoa. Springer Verlag, 2004. pp. 386-393 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "This paper presents the acoustical study of an emotional speech database in standard Basque to determine the set of parameters that can be used for the recognition of emotions. The database is divided into two parts, one with neutral texts and another one with texts semantically related with the emotion. The study is performed on both parts, in order to known whether the same criteria may be used to recognize emotions independently of the semantic content of the text. Mean F0, F0 range, maximum positive slope in F0 curve, mean phone duration and RMS energy are analyzed. The parameters selected can distinguish emotions in both corpora, so they are suitable for emotion recognition.",

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Navas, E, Hernáez, I, Castelruiz, A, Sánchez, J & Luengo, I 2004, Acoustical Analysis of Emotional Speech in Standard Basque for Emotions Recognition. in A Sanfeliu, JF Martinez-Trinidad & JA Carrasco-Ochoa (eds), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 3287, Springer Verlag, pp. 386-393. https://doi.org/10.1007/978-3-540-30463-0_48

Acoustical Analysis of Emotional Speech in Standard Basque for Emotions Recognition. / Navas, Eva; Hernáez, Inmaculada; Castelruiz, Amaia et al.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). ed. / Alberto Sanfeliu; Jose Francisco Martinez-Trinidad; Jesus Ariel Carrasco-Ochoa. Springer Verlag, 2004. p. 386-393 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3287).

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

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AU - Sánchez, Jon

AU - Luengo, Iker

PY - 2004

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AB - This paper presents the acoustical study of an emotional speech database in standard Basque to determine the set of parameters that can be used for the recognition of emotions. The database is divided into two parts, one with neutral texts and another one with texts semantically related with the emotion. The study is performed on both parts, in order to known whether the same criteria may be used to recognize emotions independently of the semantic content of the text. Mean F0, F0 range, maximum positive slope in F0 curve, mean phone duration and RMS energy are analyzed. The parameters selected can distinguish emotions in both corpora, so they are suitable for emotion recognition.

UR - https://www.scopus.com/pages/publications/35048897466

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DO - 10.1007/978-3-540-30463-0_48

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SN - 3540235272

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

A2 - Sanfeliu, Alberto

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Navas E, Hernáez I, Castelruiz A, Sánchez J, Luengo I. Acoustical Analysis of Emotional Speech in Standard Basque for Emotions Recognition. In Sanfeliu A, Martinez-Trinidad JF, Carrasco-Ochoa JA, editors, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag. 2004. p. 386-393. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-30463-0_48

Acoustical Analysis of Emotional Speech in Standard Basque for Emotions Recognition

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