Detail publikačního výsledku

Finding the Most Uniform Changes in Vowel Polygon Caused by Psychological Stress

STANĚK, M.; SIGMUND, M.

Originální název

Finding the Most Uniform Changes in Vowel Polygon Caused by Psychological Stress

Anglický název

Finding the Most Uniform Changes in Vowel Polygon Caused by Psychological Stress

Druh

Článek WoS

Originální abstrakt

Using vowel polygons, exactly their parameters, is chosen as the criterion for achievement of differences between normal state of speaker and relevant speech under real psychological stress. All results were experimentally obtained by created software for vowel polygon analysis applied on ExamStress database. Selected 6 methods based on cross-correlation of different features were classified by the coefficient of variation and for each individual vowel polygon, the efficiency coefficient marking the most significant and uniform differences between stressed and normal speech were calculated. As the best method for observing generated differences resulted method considered mean of cross-correlation values received for difference area value with vector length and angle parameter couples. Generally, best results for stress detection are achieved by vowel triangles created by /i/-/o/- /u/ and /a/-/i/-/o/ vowel triangles in formant planes containing the fifth formant F5 combined with other formants

Anglický abstrakt

Using vowel polygons, exactly their parameters, is chosen as the criterion for achievement of differences between normal state of speaker and relevant speech under real psychological stress. All results were experimentally obtained by created software for vowel polygon analysis applied on ExamStress database. Selected 6 methods based on cross-correlation of different features were classified by the coefficient of variation and for each individual vowel polygon, the efficiency coefficient marking the most significant and uniform differences between stressed and normal speech were calculated. As the best method for observing generated differences resulted method considered mean of cross-correlation values received for difference area value with vector length and angle parameter couples. Generally, best results for stress detection are achieved by vowel triangles created by /i/-/o/- /u/ and /a/-/i/-/o/ vowel triangles in formant planes containing the fifth formant F5 combined with other formants

Klíčová slova

Speech processing, emotion recognition, psychological stress, vowel polygons.

Klíčová slova v angličtině

Speech processing, emotion recognition, psychological stress, vowel polygons.

Autoři

STANĚK, M.; SIGMUND, M.

Rok RIV

2016

Vydáno

19.06.2015

ISSN

1210-2512

Periodikum

Radioengineering

Svazek

24

Číslo

2

Stát

Česká republika

Strany od

604

Strany do

609

Strany počet

6

BibTex

@article{BUT113975,
  author="Miroslav {Staněk} and Milan {Sigmund}",
  title="Finding the Most Uniform Changes in Vowel Polygon Caused by Psychological Stress",
  journal="Radioengineering",
  year="2015",
  volume="24",
  number="2",
  pages="604--609",
  doi="10.13164/re.2015.0604",
  issn="1210-2512"
}