Features selection for primitives estimation on emotional speech

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2010, Pages 5138-5141

  Pérez Espinosa, Humberto ^a   Reyes García, Carlos A ^a   Villaseñor Pineda, Luis ^a  

^a INSTITUTO NACIONAL DE ASTROFÍSICA   (Mexico)

Author keywords

Continuous emotion models; Feature selection; Speech emotion recognition

Indexed keywords

EMOTION RECOGNITION; FEATURE SELECTION;

ACOUSTIC FEATURES; CONTINUOUS EMOTION MODELS; CONTINUOUS MODELS; DIMENSIONALITY REDUCTION TECHNIQUES; EMOTIONAL SPEECH; FEATURE SUBSET; FEATURES SELECTION; FEATURES SETS; SPEECH ACOUSTICS; SPEECH EMOTION RECOGNITION;

SPEECH RECOGNITION;

EID: 78049381355     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2010.5495031     Document Type: Conference Paper

References (9)

1. P. Dumouchel N. Boufaden, "Leveraging emotion detection using emotions form yes-no answers," Interspeech, 2008.
2. R. Huber J. Spilker E. Nth A. Batliner, K. Fischer, "How to find trouble in communication," Speech Communication, vol. 40, 2003.
3. S. Steidl, "User states in spontaneous childrens speech," Logos Verlag, Berlin, 2009.
4. E. Mower S. Narayanan M. Grimm, K. Kroschel, "Primitives-based evaluation and estimation of emotions in speech," Speech Communication, vol. 49, 2007.
5. Han-Woo Kim Yong-Soo Seol, Dong-Joo Kim, "Emotion recognition from text using knowledge-based ann," ITC-CSCC, 2008.
6. D. Hakkani-Tr J. Liscombe, G. Riccardi, "Using context to improve emotion detection in spoken dialog systems," Eurospeech, 2005.
7. S. Narayanan M. Grimm, K. Kroschel, "The vera am mittag german audio-visual emotional speech database," ICASSP, 2008.
8. T. Wempe N. Jong, "Automatic measurement of speech rate in spoken dutch," ACLC Working papers, vol. 2, 2007.
9. H. I. Witten. E. Frank, "Data mining: Practical machine learning tools and techniques," 2nd Edition, Morgan Kaufmann, San Francisco, 2005.