| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2023-06-30 14:45 Diffusion model with MASKed input for generating gestures during dyadic conversation Yuya Okadome (TUS), Yutaka Nakamura (Riken)  NC2023-19 IBISML2023-19 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In a dyadic conversation scene, it is necessary to consider not only the behavior of one person but not also that of a conversation partner. The synchronized behaviors with a conversation partner such as nodding and smiling are generated by using the motion generation model. In this research, we propose the interaction diffusion model (IDM) that generates interaction behaviors based on the masking features of participants. IDM generates the interaction behavior by using various shapes of masks for dynamically conditioning the generation. IDM is applied to the motion generation during a dyadic conversation, and differences in the generated result and computational time are investigated. The results suggest the proposed motion generation model generates human-like behavior with low computational cost. |
|
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Diffusion model / Gesture generation / Dyadic conversation / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 123, no. 91, IBISML2023-19, pp. 121-128, June 2023. | |
| Paper # | IBISML2023-19 | |
| Date of Issue | 2023-06-22 (NC, IBISML) | |
| ISSN | Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | NC2023-19 IBISML2023-19 |
|
| Conference Information | |
| Committee | NC IBISML IPSJ-BIO IPSJ-MPS |
| Conference Date | 2023-06-29 - 2023-07-01 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | OIST Conference Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | IBISML |
| Conference Code | 2023-06-NC-IBISML-BIO-MPS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Diffusion model with MASKed input for generating gestures during dyadic conversation |
| Sub Title (in English) | |
| Keyword(1) | Diffusion model |
| Keyword(2) | Gesture generation |
| Keyword(3) | Dyadic conversation |
| Keyword(4) | |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yuya Okadome |
| 1st Author's Affiliation | Tokyo University of Science (TUS) |
| 2nd Author's Name | Yutaka Nakamura |
| 2nd Author's Affiliation | Riken (Riken) |
| 3rd Author's Name | |
| 3rd Author's Affiliation | () |
| 4th Author's Name | |
| 4th Author's Affiliation | () |
| 5th Author's Name | |
| 5th Author's Affiliation | () |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2023-06-30 14:45:00 |
| Presentation Time | 25 minutes |
| Registration for | IBISML |
| Paper # | NC2023-19, IBISML2023-19 |
| Volume (vol) | vol.123 |
| Number (no) | no.90(NC), no.91(IBISML) |
| Page | pp.121-128 |
| #Pages | 8 |
| Date of Issue | 2023-06-22 (NC, IBISML) |
[Return to Top Page]