LING 575 - Spoken Dialog Systems
Spring 2017
Specialized Topics - Affect, Emotion, and Sentiment in dialog systems

Recognizing Frustration and Anger
Schmitt et al., 2009A. Schmitt, T. Heinroth and J. Liscombe. (2009) On NoMatchs, NoInputs and BargeIns: Do Non-Acoustic Features Support Anger Detection? Proceedings of the SIGDIAL 2009 Conference, Association for Computational Linguistics, London, UK, pp. 128--131.
Liscombe et al., 2005 Jackson Liscombe, Giuseppe Riccardi, Dilek Hakkani-Tur. (2005) Using Context to Improve Emotion Detection in Spoken Dialog Systems. Proceedings of Interspeech 2005.
Ang et al., 2002Jeremy Ang,Rajdip Dhillon,Ashley Krupski,Elizabeth Shriberg, Andreas Stolcke. (2002) Prosody-Based Automatic Detection of Annoyance and Frustration in Human-Computer Dialog. in Proc. ICSLP 2002.
Recognizing Uncertainty
Forbes-Riley and Litman, 2004Kate Forbes-Riley and Diane Litman. (2004). Predicting Emotion in Spoken Dialogue from Multiple Knowledge Sources Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics: HLT-NAACL 2004
Pon-Barry and Shieber, 2011Heather Pon-Barry and Stuart M. Shieber. (2011) Recognizing Uncertainty in Speech. EURASIP Journal on Advances in Signal Processing, 2011(251753). Special Issue on Emotion and Mental State Recognition from Speech.
Recognizing Emotion
Bertero et al., 2016Dario Bertero, Farhad Bin Siddique, Chien-ShengWu, Yan Wan, Ricky Ho Yin Chan and Pascale Fung. (2016) Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems. EMNLP 2016.
Lopez-Cozar et al, 2011 Ramon Lopez-Cozar, Jan Silovsky, Martin Kroul, Enhancement of emotion detection in spoken dialogue systems by combining several information sources, Speech Communication, Volume 53, Issues 9-10, November-December 2011, Pages 1210-1228.
Lee and Narayanan, 2005Chul Min Lee, and Shrikanth S. Narayanan, Toward Detecting Emotions in Spoken Dialogs. IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, VOL. 13, NO. 2, MARCH 2005
Recognizing Sentiment
Mairesse et al, 2012Mairesse, Francois and Polifroni, Joseph and Di Fabbrizio, Giuseppe. (2012). Can prosody inform sentiment analysis? Experiments on short spoken reviews. ICASSP 2012: 5093-5096.
Perez-Rosas and Mihalcea, 2013Veronica Perez-Rosas, and Rada Mihalcea. (2013). Sentiment analysis of online spoken reviews. INTERSPEECH, page 862-866.