Emotions are a personal thing: Towards speaker-adaptive emotion recognition

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

Volumn , Issue , 2014, Pages 4803-4807

  Sidorov, Maxim ^a   Ultes, Stefan ^a   Schmitt, Alexander ^a  

^a UNIVERSITY OF ULM   (Germany)

Author keywords

speech based adaptive emotion recognition; speech based speaker identification

Indexed keywords

NEURAL NETWORKS; SIGNAL PROCESSING; SPEECH;

EMOTION RECOGNITION; EMOTIONAL SPEECH; GROUND TRUTH; NETWORK-BASED; SPEAKER IDENTIFICATION; TWO-STAGE APPROACHES;

SPEECH RECOGNITION;

EID: 84905248155     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2014.6854514     Document Type: Conference Paper

References (16)

1. Klaus Scherer, "Emotion, " in Sozialpsychologie, pp. 165-213. Springer, 2002.
2. Christopher J Leggetter and PC Woodland, "Maximum likelihood linear regression for speaker adaptation of continuous density hidden markov models, " Computer Speech &Language, vol. 9, no. 2, pp. 171-185, 1995.
3. Oh-Wook Kwon, Kwokleung Chan, Jiucang Hao, and Te-Won Lee, "Emotion recognition by speech signals., " in INTERSPEECH, 2003.
4. John HL Hansen, Sahar E Bou-Ghazale, Ruhi Sarikaya, and Bryan Pellom, "Getting started with susas: A speech under simulated and actual stress database., " in EUROSPEECH, 1997, vol. 97, pp. 1743-46.
5. Anton Batliner, Christian Hacker, Stefan Steidl, Elmar Noth, Shona D'Arcy, Martin J Russell, and Michael Wong, "" you stupid tin box"-children interacting with the aibo robot: A cross-linguistic emotional speech corpus., " in LREC, 2004.
6. Thurid Vogt and Elisabeth Andre, "Improving automatic emotion recognition from speech via gender differentiation, " in Proc. Language Resources and Evaluation Conference (LREC 2006), Genoa. Citeseer, 2006.
7. Felix Burkhardt, Astrid Paeschke, Miriam Rolfes, Walter F Sendlmeier, and Benjamin Weiss, "A database of german emotional speech., " in Interspeech, 2005, pp. 1517-1520.
8. Silke Steininger, Florian Schiel, Olga Dioubina, and S Raubold, "Development of user-state conventions for the multimodal corpus in smartkom, " in LREC Workshop on "Multimodal Resources", Las Palmas, Spain, 2002.
9. Tim Polzehl, Alexander Schmitt, Florian Metze, and Michael Wagner, "Anger recognition in speech using acoustic and linguistic cues, " Speech Communication, vol. Special Issue: Sensing Emotion and Affect-Facing Realism in Speech Processing, 2011.
10. Alexander Schmitt, Stefan Ultes, andWolfgang Minker, "A parameterized and annotated corpus of the cmu let's go bus information system, " in International Conference on Language Resources and Evaluation (LREC), 2012.
11. S. Haq and P.J.B. Jackson, Machine Audition: Principles, Algorithms and Systems, chapter Multimodal Emotion Recognition, pp. 398-423, IGI Global, Hershey PA, Aug. 2010.
12. Hiroki Mori, Tomoyuki Satake, Makoto Nakamura, and Hideki Kasuya, "Constructing a spoken dialogue corpus for studying paralinguistic information in expressive conversation and analyzing its statistical/acoustic characteristics, " Speech Communication, vol. 53, no. 1, pp. 36-50, 2011.
13. Bjorn Schuller, Bogdan Vlasenko, Florian Eyben, Gerhard Rigoll, and Andreas Wendemuth, "Acoustic emotion recognition: A benchmark comparison of performances, " in Automatic Speech Recognition &Understanding, 2009. ASRU 2009. IEEE Workshop on. IEEE, 2009, pp. 552-557.
14. Michael Grimm, Kristian Kroschel, and Shrikanth Narayanan, "The vera am mittag german audio-visual emotional speech database, " in Multimedia and Expo, 2008 IEEE International Conference on. IEEE, 2008, pp. 865-868.
15. Alexander Schmitt, Tobias Heinroth, and Jackson Liscombe, "On nomatchs, noinputs and bargeins: Do nonacoustic features support anger detection?, " in Proceedings of the 10th Annual SIGDIAL Meeting on Discourse and Dialogue, SigDial Conference 2009, London (UK), Sept. 2009, Association for Computational Linguistics.
16. Paul Boersma, "Praat, a system for doing phonetics by computer, " Glot international, vol. 5, no. 9/10, pp. 341-345, 2002