A personalized emotion recognition system using an unsupervised feature adaptation scheme

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

Volumn , Issue , 2012, Pages 5117-5120

  Rahman, Tauhidur ^a   Busso, Carlos ^a  

^a The University of Texas at Dallas   (United States)

Author keywords

feature adaptation; front end feature normalization; Personalized emotion recognition

Indexed keywords

ACOUSTIC FEATURES; ADAPTATION SCHEME; CALL CENTERS; DETECTION SYSTEM; EMOTION DETECTION; EMOTION RECOGNITION; EMOTIONAL SPEECH; FEATURE ADAPTATION; FEATURE NORMALIZATION; HEALTH CARE APPLICATION; PRIOR KNOWLEDGE;

HEALTH CARE; SIGNAL PROCESSING;

ITERATIVE METHODS;

EID: 84867619207     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6289072     Document Type: Conference Paper

References (8)

1. A. Austermann, N. Esau, L. Kleinjohann, and B. Kleinjohann, "Fuzzy emotion recognition in natural speech dialogue," in Robot and Human Interactive Communication, 2005. ROMAN 2005. IEEE International Workshop on, aug. 2005, pp. 317-322.
2. J.-B. Kim, J.-S. Park, and Y.-H. Oh, "On-line speaker adaptation based emotion recognition using incremental emotional information," in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP-2011), may 2011, pp. 4948-4951.
3. C. Busso, A. Metallinou, and S. Narayanan, "Iterative feature normalization for emotional speech detection," in International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), Prague, Czech Republic, May 2011, pp. 5692-5695.
4. C. Busso, M. Bulut, C.C. Lee, A. Kazemzadeh, E. Mower, S. Kim, J.N. Chang, S. Lee, and S.S. Narayanan, "IEMOCAP: Interactive emotional dyadic motion capture database," Journal of Language Resources and Evaluation, vol. 42, no. 4, pp. 335-359, December 2008.
5. B. Schuller, S. Steidl, and A. Batliner, "The INTERSPEECH 2009 emotion challenge," in Interspeech 2009 - Eurospeech, Brighton, UK, September 2009.
6. T. Rahman, S. Mariooryad, S. Keshavamurthy, G. Liu, J.H.L. Hansen, and C. Busso, "Detecting sleepiness by fusing classifiers trained with novel acoustic features," in 12th Annual Conference of the International Speech Communication Association (Interspeech'2011), Florence, Italy, August 2011.
7. E. Mower, A. Metallinou, C.-C. Lee, A. Kazemzadeh, C. Busso, S. Lee, and S.S. Narayanan, "Interpreting ambiguous emotional expressions," in International Conference on Affective Computing and Intelligent Interaction (ACII 2009), Amsterdam, The Netherlands, September 2009.
8. C. Busso, S. Lee, and S.S. Narayanan, "Analysis of emotionally salient aspects of fundamental frequency for emotion detection," IEEE Transactions on Audio, Speech and Language Processing, vol. 17, no. 4, pp. 582-596, May 2009.