Prototyping a Zoomorphic Interactive Robot Companion with Emotion Recognition and Affective Voice Interaction for Elderly People

被引:1
|
作者
Schnitzer B. [1 ]
Vural U.C. [1 ]
Schnitzer B. [1 ]
Sardar M.U. [3 ]
Fuerst O. [4 ]
Korn O. [1 ]
机构
[1] Offenburg University, Affective & Cognitive Institute, Offenburg
[2] KORION Interactive GmbH, Ludwigsburg
[3] Devomech Solutions GmbH, Kornwestheim
[4] Interactive Companion Ltd., Tel Aviv
关键词
Affective Computing; Elderly People; Health; Intelligent Assistive Technology; Socially Assistive Robots; Speech Emotion Recognition; Zoomorphic Embodiment;
D O I
10.1145/3660244
中图分类号
学科分类号
摘要
An aging society paired with a skilled labor shortage, particularly in European countries, requires a rethinking of deprecated structures. Intelligent assistive technologies, specifically socially assistive robots, addressing the gap between caretakers and elderly people in need of care have moved into the focus of debate due to their potentials to reduce costs, improve independence, and eventually raise quality of life. In this work, we outline the potentials of zoomorphic robot companions combining intelligent conversational abilities and emotion recognition. We then describe the prototyping of an emotion-sensing zoomorphic interactive robot companion including the development and implementation of a multimodal emotion recognition framework. This framework uses speech emotion recognition, sentiment analysis, and affective voice interaction based on a large language model. The prototyping has been accompanied by two studies on elderly peoples' design preferences regarding the proposed feature set as well as different embodiments to find the appropriate casing for the robot companion. This work provides valuable insights into the prototyping and can thus support future research endeavors in this area. © 2024 Owner/Author.
引用
收藏
相关论文
共 50 条
  • [31] Affective Recognition Using EEG Signal in Human-Robot Interaction
    Qian, Chen
    Hou, Tingting
    Lu, Yanyu
    Fu, Shan
    ENGINEERING PSYCHOLOGY AND COGNITIVE ERGONOMICS (EPCE 2018), 2018, 10906 : 336 - 351
  • [32] Improving Voice Interaction for Older People Using an Attachable Gesture Robot
    Osawa, Hirotaka
    Orszulak, Jarrod
    Godfrey, Kathryn M.
    Imai, Michita
    Coughlin, Joseph F.
    2010 IEEE RO-MAN, 2010, : 179 - 184
  • [33] Hierarchical Attention Approach in Multimodal Emotion Recognition for Human Robot Interaction
    Abdullah, Muhammad
    Ahmad, Mobeen
    Han, Dongil
    2021 36TH INTERNATIONAL TECHNICAL CONFERENCE ON CIRCUITS/SYSTEMS, COMPUTERS AND COMMUNICATIONS (ITC-CSCC), 2021,
  • [34] Multimodal emotion recognition with evolutionary computation for human-robot interaction
    Perez-Gaspar, Luis-Alberto
    Caballero-Morales, Santiago-Omar
    Trujillo-Romero, Felipe
    EXPERT SYSTEMS WITH APPLICATIONS, 2016, 66 : 42 - 61
  • [35] Emotion Recognition From Speech to Improve Human-robot Interaction
    Zhu, Changrui
    Ahamd, Wasim
    IEEE 17TH INT CONF ON DEPENDABLE, AUTONOM AND SECURE COMP / IEEE 17TH INT CONF ON PERVAS INTELLIGENCE AND COMP / IEEE 5TH INT CONF ON CLOUD AND BIG DATA COMP / IEEE 4TH CYBER SCIENCE AND TECHNOLOGY CONGRESS (DASC/PICOM/CBDCOM/CYBERSCITECH), 2019, : 370 - 375
  • [36] Feature Reduction for Dimensional Emotion Recognition in Human-Robot Interaction
    Banda, Ntombikayise
    Engelbrecht, Andries
    Robinson, Peter
    2015 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI), 2015, : 803 - 810
  • [37] Automatic Emotion Recognition in Robot-Children Interaction for ASD Treatment
    Leo, Marco
    Del Coco, Marco
    Carcagni, Pierluigi
    Distante, Cosimo
    Bernava, Massimo
    Pioggia, Giovanni
    Palestra, Giuseppe
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOP (ICCVW), 2015, : 537 - 545
  • [38] Interaction Intention Recognition via Human Emotion for Human-Robot Natural Interaction
    Yang, Shengtian
    Guan, Yisheng
    Li, Yihui
    Shi, Wenjing
    2022 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM), 2022, : 380 - 385
  • [39] Interactive Digital Television and Voice Interaction: Experimental Evaluation and Subjective Perception by Elderly
    Bures, V.
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2012, 122 (06) : 87 - 90
  • [40] Emotion detection of elderly people in nursing homes based on AI robot vision
    Song, Siyao
    SOFT COMPUTING, 2023, 28 (23) : 13989 - 14002