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ORCIDICMI 2021: Montréal, QC, Canada - Companion Publication
- Zakia Hammal, Carlos Busso, Catherine Pelachaud, Sharon L. Oviatt, Albert Ali Salah, Guoying Zhao:
ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18 - 22, 2021. ACM 2021, ISBN 978-1-4503-8471-1
ICMI 2021 Late-Breaking Results
- Jae-Yeop Jeong, Jung-Hwa Kim, Ha-Yeong Yoon, Jin-Woo Jeong:
Knock&Tap: Classification and Localization of Knock and Tap Gestures using Deep Sound Transfer Learning. 1-6 - Mihail Terenti, Radu-Daniel Vatavu:
How Do HCI Researchers Describe Their Software Tools? Insights From a Synopsis Survey of Tools for Multimodal Interaction. 7-12 - Michael Barz, Omair Shahzad Bhatti
, Bengt Lüers, Alexander Prange, Daniel Sonntag:
Multisensor-Pipeline: A Lightweight, Flexible, and Extensible Framework for Building Multimodal-Multisensor Interfaces. 13-18 - Yu-Peng Chen, Chen Bai, Adam Wolach, Mamoun T. Mardini, Lisa Anthony:
Detecting Face Touching with Dynamic Time Warping on Smartwatches: A Preliminary Study. 19-24 - Yuushi Toyoda, Gale M. Lucas, Jonathan Gratch:
Predicting Worker Accuracy from Nonverbal Behaviour: Benefits and Potential for Algorithmic Bias. 25-30 - Erica Volta, Giulia Cappagli, Monica Gori, Gualtiero Volpe:
Sensorimotor Synchronization in Blind Musicians: Does Lack of Vision Influencenon-verbal Musical Communication? 31-36 - Christopher Birmingham, Maja J. Mataric, Kalin Stefanov:
Group-Level Focus of Visual Attention for Improved Active Speaker Detection. 37-42
AAP'21 Workshop
- Tao Bi, Raffaele Andrea Buono, Temitayo A. Olugbade, Aneesha Singh, Catherine Holloway, Enrico Costanza, Amanda C. de C. Williams, Nicolas E. Gold, Nadia Berthouze:
Towards Chatbot-Supported Self-Reporting for Increased Reliability and Richness of Ground Truth for Automatic Pain Recognition: Reflections on Long-Distance Runners and People with Chronic Pain. 43-53 - Kenneth M. Prkachin, Zakia Hammal:
Automated Assessment of Pain: Prospects, Progress, and a Path Forward. 54-57
ASMMC'21 Workshop
- Zhiwei He, Xiangmin Xu, Xiaofen Xing, Yirong Chen, Wenjing Han:
BERT Based Cross-Task Sentiment Analysis with Adversarial Learning. 58-62 - Yingtao Huo, Dongmei Jiang, Hichem Sahli:
Aspect-based Sentiment Analysis with Weighted Relational Graph Attention Network. 63-70 - Yuning Liu, Aijun Li, Jianwu Dang, Di Zhou:
Semantic and Acoustic-Prosodic Entrainment of Dialogues in Service Scenarios. 71-74 - Zhiyuan Zhao, Jingjun Liang, Zehong Zheng, Linhuang Yan, Zhiyong Yang, Wan Ding, Dongyan Huang:
Improving Model Stability and Training Efficiency in Fast, High Quality Expressive Voice Conversion System. 75-79 - Hao Zhang, Bin Liu, Jianhua Tao, Zhao Lv:
Facial Micro-Expression Recognition Based on Multi-Scale Temporal and Spatial Features. 80-84 - Wan Ding, Dongyan Huang, Jingjun Liang, Jinlong Jiao, Ziping Zhao:
FER by Modeling the Conditional Independence between the Spatial Cues and the Spatial Attention Distributions. 85-90 - Xian Shi, Pan Zhou, Wei Chen, Lei Xie:
Efficient Gradient-Based Neural Architecture Search For End-to-End ASR. 91-96 - Haifeng Chen, Yifan Deng, Dongmei Jiang:
Temporal Attentive Adversarial Domain Adaption for Cross Cultural Affect Recognition. 97-103 - Huangrui Chu, Yechen Wang, Ran Ju, Yan Jia, Haoxu Wang, Ming Li, Qi Deng:
Call For Help Detection In Emergent Situations Using Keyword Spotting And Paralinguistic Analysis. 104-111 - Ran Ju, Huangrui Chu, Yechen Wang, Qi Deng, Ming Cheng, Ming Li:
A Multimodal Dynamic Neural Network for Call for Help Recognition in Elevators. 112-120 - Zhiwei Chen, Weizhao Yang, Jinrong Li, Jiale Wang, Shuai Li, Ziwen Wang, Lei Xie:
A Web-Based Longitudinal Mental Health Monitoring System. 121-125 - Yi Chen, Shan Yang, Na Hu, Lei Xie, Dan Su:
TeNC: Low Bit-Rate Speech Coding with VQ-VAE and GAN. 126-130 - Heyang Xue, Xiao Zhang, Jie Wu, Jian Luan, Yujun Wang, Lei Xie:
Noise Robust Singing Voice Synthesis Using Gaussian Mixture Variational Autoencoder. 131-136
CATS'21 Workshop
- Joshua Y. Kim, Rafael A. Calvo, N. J. Enfield, Kalina Yacef:
A Systematic Review on Dyadic Conversation Visualizations. 137-147 - Rahil Satyanarayan Vijay, Kumar Shubham, Laetitia Aurelie Renier, Emmanuelle Patricia Kleinlogel, Marianne Schmid Mast, Dinesh Babu Jayagopi:
An Opportunity to Investigate the Role of Specific Nonverbal Cues and First Impression in Interviews using Deepfake Based Controlled Video Generation. 148-152 - Nicola Corbellini, Gualtiero Volpe:
Making Automatic Movement Features Extraction Suitable for Non-engineer Students. 153-157 - Kübra Bodur, Mitja Nikolaus, Fatima Kassim, Laurent Prévot, Abdellah Fourtassi:
ChiCo: A Multimodal Corpus for the Study of Child Conversation. 158-163 - Brian Ravenet:
IdlePose : A Dataset of Spontaneous Idle Motions. 164-168 - Paula Alexandra Silva, Renato Santos:
Setting Up a Health-related Quality of Life Vocabulary. 169-175 - Shogo Ishikawa, Masashi Onozuka, Atsushi Omata, Ayumi Nakanome, Sota Kayama, Shinya Kiriyama:
A Development of a Multimodal Behavior Analysis System for Evaluating Dementia Care Interaction. 176-182
EIR'21 Workshop
- Yuqi Deng, Sudeeksha Murari:
When a Voice Assistant Asks for Feedback: An Empirical Study on Customer Experience with A/B Testing and Causal Inference Methods. 183-191 - Carlos Celemin, Jens Kober:
Uncertainties based queries for Interactive policy learning with evaluations and corrections. 192-193
GENEA'21 Workshop
- Bowen Wu, Chaoran Liu, Carlos Toshinori Ishi, Hiroshi Ishiguro:
Probabilistic Human-like Gesture Synthesis from Speech using GRU-based WGAN. 194-201 - Dong Won Lee, Chaitanya Ahuja, Louis-Philippe Morency:
Crossmodal Clustered Contrastive Learning: Grounding of Spoken Language to Gesture. 202-210 - Tanja Schneeberger, Fatima Ayman Aly, Daksitha Withanage Don, Katharina Gies, Zita Zeimer, Fabrizio Nunnari, Patrick Gebhard:
Influence of Movement Energy and Affect Priming on the Perception of Virtual Characters Extroversion and Mood. 211-219
IGTD'21 Workshop
- Woan-Shiuan Chien, Huang-Cheng Chou, Chi-Chun Lee:
Belongingness and Satisfaction Recognition from Physiological Synchrony with A Group-Modulated Attentive BLSTM under Small-group Conversation. 220-229 - Woan-Shiuan Chien, Huang-Cheng Chou, Chi-Chun Lee:
Self-assessed Emotion Classification from Acoustic and Physiological Features within Small-group Conversation. 230-239 - Oliver Niebuhr, Ronald Böck, Joseph A. Allen:
On the Sound of Successful Meetings: How Speech Prosody Predicts Meeting Performance. 240-248 - Giovanna Varni, André-Marie Pez, Maurizio Mancini:
Get Together in the Middle-earth: a First Step Towards Hybrid Intelligence Systems. 249-253 - Enzo Tartaglione, Béatrice Biancardi, Maurizio Mancini, Giovanna Varni:
A Hitchhiker's Guide towards Transactive Memory System Modeling in Small Group Interactions. 254-262 - Soumaya Sabry, Lucien Maman, Giovanna Varni:
An Exploratory Computational Study on the Effect of Emergent Leadership on Social and Task Cohesion. 263-272 - David Johnson, Gabriel Murray:
Clustering and Multimodal Analysis of Participants in Task-Based Discussions. 273-277 - Ki-Won Haan, Christoph Riedl, Anita Williams Woolley:
Discovering Where We Excel: How Inclusive Turn-Taking in Conversation Improves Team Performance. 278-283
MAAE'21 Workshop
- Konstantinos Tsioutas, Konstantinos Ratzos, George Xylomenos, Ioannis Doumanis:
Multimodal Assessment of Network Music Performance. 284-290 - Patrick O'Toole, Donald Glowinski, Ian Pitt, Maurizio Mancini:
When Emotions are Triggered by Single Musical Notes: Revealing the Underlying Factors of Auditory-Emotion Associations. 291-298 - Liam Hebert, Elizabeth Eddy, Will Harrington, Lauryn Marchand, Jason d'Eon, Sageev Oore:
ArtBeat - Deep Convolutional Networks for Emotional Inference to Enhance Art with Music. 299-311
MSECP'21 Workshop
- Khadija Zanna, Tempestt J. Neal, Shaun J. Canavan:
Clustering of Physiological Signals by Emotional State, Race, and Sex. 312-316 - Hendric Voß, Heiko Wersing, Stefan Kopp:
Addressing Data Scarcity in Multimodal User State Recognition by Combining Semi-Supervised and Supervised Learning. 317-323 - Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura:
Meta-Learning for Emotion Prediction from EEG while Listening to Music. 324-328 - Andreas Foltyn, Jessica Deuschel:
Towards Reliable Multimodal Stress Detection under Distribution Shift. 329-333 - Frédéric Simard, Sayeed A. D. Kizuk, Pascal E. Fortin:
Mindscape: Transforming Multimodal Physiological Signals into an Application Specific Reference Frame. 334-336 - Ehsan Sobhani-Tehrani, Kian Jalaleddini, Nerea Urrestilla Anguiozar, Rachid Aissaoui, David St-Onge:
Neuromuscular Performance and Injury Risk Assessment Using Fusion of Multimodal Biophysical and Cognitive Data: In-field Athletic Performance and Injury Risk Assessment. 337-340 - Marcel Kaufmann, Katherine Sheridan, Giovanni Beltrame:
Towards Human-in-the-Loop Autonomous Multi-Robot Operations. 341-343
SIAIH'21 Workshop
- Laura Cabrera Quiros, Gabriele Varisco, Zhuozhao Zhan, Xi Long, Peter Andriessen, Eduardus J. E. Cottaar, Carola van Pul:
Listen to the Real Experts: Detecting Need of Caregiver Response in a NICU using Multimodal Monitoring Signals. 344-352 - Jean Zagdoun, Laurence Chaby, Amine Benamara, Marìa-José Urbiolla Gallegos, Mohamed Chetouani:
Non-Verbal behaviors analysis of healthcare professionals engaged with a Virtual-Patient. 353-361 - Casey J. Zampella, Evangelos Sariyanidi, Anne G. Hutchinson, G. Keith Bartley, Robert T. Schultz, Birkan Tunç:
Computational Measurement of Motor Imitation and Imitative Learning Differences in Autism Spectrum Disorder. 362-370 - Benedikt Hosp, Myat Su Yin, Peter Haddawy, Ratthapoom Watcharporas, Paphon Sa-Ngasoongsong, Enkelejda Kasneci:
Differentiating Surgeons' Expertise solely by Eye Movement Features. 371-375
SAMIH'21 Workshop
- Berardina De Carolis, Nicola Macchiarulo, Francesca D'Errico, Giuseppe Palestra:
Social Robots to Support Gestural Development in Children with Autism Spectrum Disorder. 376-380 - Jennifer Hamet Bagnou, Elise Prigent, Jean-Claude Martin, Jieyeon Woo, Liu Yang, Catherine Achard, Catherine Pelachaud, Céline Clavel:
A Framework for the Assessment and Training of Collaborative Problem-Solving Social Skills. 381-384 - Jacopo Biggiogera, George Boateng, Peter Hilpert, Matthew J. Vowels, Guy Bodenmann, Mona Neysari, Fridtjof Nussbeck, Tobias Kowatsch:
BERT meets LIWC: Exploring State-of-the-Art Language Models for Predicting Communication Behavior in Couples' Conflict Interactions. 385-389 - George Boateng, Peter Hilpert, Guy Bodenmann, Mona Neysari, Tobias Kowatsch:
"You made me feel this way": Investigating Partners' Influence in Predicting Emotions in Couples' Conflict Interactions using Speech Data. 390-394 - Takeshi Saga, Hiroki Tanaka, Hidemi Iwasaka, Yasuhiro Matsuda, Tsubasa Morimoto, Mitsuhiro Uratani, Kosuke Okazaki, Yuichiro Fujimoto, Satoshi Nakamura:
Multimodal Dataset of Social Skills Training in Natural Conversational Setting. 395-399 - Dinesh Babu Jayagopi:
Multimodal Analysis and Synthesis for Conversational Research. 400-401 - Takashi Kudo:
The Point of Action where Cognitive Behavioral Therapy is Effective. 402
WOCBU'21 Workshop
- Marc Fraile, Joakim Lindblad, Christine Fawcett, Natasa Sladoje, Ginevra Castellano:
Automatic analysis of infant engagement during play: An end-to-end learning and Explainable AI pilot experiment. 403-407 - Elena E. Lyakso, Olga V. Frolova:
Recording the Speech of Children with Atypical Development: Peculiarities and Perspectives. 408-413 - Prasanna V. Kothalkar, Sathvik Datla, Satwik Dutta, John H. L. Hansen, Yagmur Seven, Dwight Irvin, Jay Buzhardt:
Measuring Frequency of Child-directed WH-Question Words for Alternate Preschool Locations using Speech Recognition and Location Tracking Technologies. 414-418
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