Using high level dialogue information for dialogue act recognition using prosodic features.

We look at the effect of using high level discourse knowledge in dialogue act type detection. We also look at ways this knowledge can be used for improving language modelling and intonation modelling of utterance types. We find a significant improvement of predictability of dialogue models using higher level discourse knowledge.

[1]  Massimo Poesio,et al.  The predictive power of game structure in dialogue act recognition: experimental results using maximum entropy estimation , 1998, ICSLP.

[2]  A.H. Anderson,et al.  The DCIEM map task corpus: spontaneous dialogue under sleep deprivation and drug treatment , 1996, Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96.

[3]  Andreas Stolcke,et al.  Can Prosody Aid the Automatic Classification of Dialog Acts in Conversational Speech? , 1998, Language and speech.

[4]  Stephen G. Pulman,et al.  A speech-based route enquiry system built from general-purpose components , 1993, EUROSPEECH.

[5]  木村 和夫 Pragmatics , 1997, Language Teaching.

[6]  Chung Hee Hwang,et al.  The TRAINS project: a case study in building a conversational planning agent , 1994, J. Exp. Theor. Artif. Intell..

[7]  Leo Breiman,et al.  Classification and Regression Trees , 1984 .

[8]  P Taylor,et al.  Intonation and dialogue context as constraints for speech recognition , 1998 .

[9]  P Taylor,et al.  Analysis and synthesis of intonation using the Tilt model. , 2000, The Journal of the Acoustical Society of America.

[10]  Simon King,et al.  Using information above the word level for automatic speech recognition , 1998 .

[11]  Helen Wright,et al.  Automatic utterance type detection using suprasegmental features , 1998, ICSLP.

[12]  Gwyneth Doherty-Sneddon,et al.  The Reliability of a Dialogue Structure Coding Scheme , 1997, CL.

[13]  Andrei Mikheev Feature Lattices for Maximum Entropy Modelling , 1998, COLING-ACL.

[14]  R. Power The organisation of purposeful dialogues , 1979 .

[15]  Anne H. Anderson,et al.  The DCIEM map task corpus: spontaneous dialogue under sleep deprivation and drug treatment , 1996, ICSLP.

[16]  Adam L. Berger,et al.  A Maximum Entropy Approach to Natural Language Processing , 1996, CL.