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Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale


Apr 15, 2021
Michael Neumann, Oliver Roesler, Jackson Liscombe, Hardik Kothare, David Suendermann-Oeft, David Pautler, Indu Navar, Aria Anvar, Jochen Kumm, Raquel Norel, Ernest Fraenkel, Alexander V. Sherman, James D. Berry, Gary L. Pattee, Jun Wang, Jordan R. Green, Vikram Ramanarayanan

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Investigations on Audiovisual Emotion Recognition in Noisy Conditions


Mar 02, 2021
Michael Neumann, Ngoc Thang Vu

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* Published at the IEEE workshop on Spoken Language Technology (SLT) 2021 

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URoboSim -- An Episodic Simulation Framework for Prospective Reasoning in Robotic Agents


Dec 08, 2020
Michael Neumann, Sebastian Koralewski, Michael Beetz

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Imagination-enabled Robot Perception


Nov 27, 2020
Patrick Mania, Franklin Kenghagho Kenfack, Michael Neumann, Michael Beetz

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ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents


May 04, 2020
Chia-Yu Li, Daniel Ortega, Dirk Väth, Florian Lux, Lindsey Vanderlyn, Maximilian Schmidt, Michael Neumann, Moritz Völkel, Pavel Denisov, Sabrina Jenne, Zorica Kacarevic, Ngoc Thang Vu

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* All authors contributed equally. Accepted to be presented at ACL - System demonstrations - 2020 

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Cross-lingual and Multilingual Speech Emotion Recognition on English and French


Mar 01, 2018
Michael Neumann, Ngoc Thang Vu

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* ICASSP 2018, Calgary 

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Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech


Jun 02, 2017
Michael Neumann, Ngoc Thang Vu

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* to appear in the proceedings of Interspeech 2017 

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