%Aigaion2 BibTeX export from Idiap Publications %Tuesday 15 October 2024 01:06:31 AM @INPROCEEDINGS{mccowan-rr-02-59b, author = {McCowan, Iain A. and Bengio, Samy and Gatica-Perez, Daniel and Lathoud, Guillaume and Monay, Florent and Moore, Darren and Wellner, Pierre and Bourlard, Herv{\'{e}}}, projects = {Idiap}, month = {4}, title = {Modeling Human Interaction in Meetings}, booktitle = {Proceedings of International Conference on Acoustics, Speech and Signal Processing}, year = {2003}, address = {Hong Kong}, note = {IDIAP-RR 02-59}, crossref = {mccowan-rr-02-59}, abstract = {This paper investigates the recognition of group actions in meetings by modeling the joint behaviour of participants. Many meeting actions, such as presentations, discussions and consensus, are characterised by similar or complementary behaviour across participants. Recognising these meaningful actions is an important step towards the goal of providing effective browsing and summarisation of processed meetings. In this work, a corpus of meetings was collected in a room equipped with a number of microphones and cameras. The corpus was labeled in terms of a predefined set of meeting actions characterised by global behaviour. In experiments, audio and visual features for each participant are extracted from the raw data and the interaction of participants is modeled using HMM-based approaches. Initial results on the corpus demonstrate the ability of the system to recognise the set of meeting actions.}, pdf = {https://publications.idiap.ch/attachments/reports/2002/rr02-59.pdf}, postscript = {ftp://ftp.idiap.ch/pub/reports/2002/rr02-59.ps.gz}, ipdmembership={speech}, language={English}, } crossreferenced publications: @TECHREPORT{mccowan-rr-02-59, author = {McCowan, Iain A. and Bengio, Samy and Gatica-Perez, Daniel and Lathoud, Guillaume and Monay, Florent and Moore, Darren and Wellner, Pierre and Bourlard, Herv{\'{e}}}, projects = {Idiap}, title = {Modeling Human Interaction in Meetings}, type = {Idiap-RR}, number = {Idiap-RR-59-2002}, year = {2002}, institution = {IDIAP}, address = {Martigny, Switzerland}, note = {Published in Proceedings of ICASSP}, abstract = {This paper investigates the recognition of group actions in meetings by modeling the joint behaviour of participants. Many meeting actions, such as presentations, discussions and consensus, are characterised by similar or complementary behaviour across participants. Recognising these meaningful actions is an important step towards the goal of providing effective browsing and summarisation of processed meetings. In this work, a corpus of meetings was collected in a room equipped with a number of microphones and cameras. The corpus was labeled in terms of a predefined set of meeting actions characterised by global behaviour. In experiments, audio and visual features for each participant are extracted from the raw data and the interaction of participants is modeled using HMM-based approaches. Initial results on the corpus demonstrate the ability of the system to recognise the set of meeting actions.}, pdf = {https://publications.idiap.ch/attachments/reports/2002/rr02-59.pdf}, postscript = {ftp://ftp.idiap.ch/pub/reports/2002/rr02-59.ps.gz}, ipdinar={2002}, ipdmembership={speech}, language={English}, }