The GENEA Challenge 2022: A large evaluation of data-driven co-speech gesture generation

Author:

Yoon Youngwoo1ORCID,Wolfert Pieter2ORCID,Kucherenko Taras3ORCID,Viegas Carla4ORCID,Nikolov Teodor5ORCID,Tsakov Mihail5ORCID,Henter Gustav Eje6ORCID

Affiliation:

1. Intelligent Robotics Research Division, Electronics and Telecommunications Research Institute, Republic of Korea

2. IDLab, Ghent University – imec, Belgium

3. SEED, Electronic Arts, Sweden

4. Language Technologies Institute, Carnegie Mellon University, USA and NOVA LINCS, NOVA University Lisbon, Portugal

5. Department of Computing Science, Umeå University, Sweden

6. Division of Speech, Music and Hearing, KTH Royal Institute of Technology, Sweden

Funder

Fundação para a Ciência e a Tecnologia

Ministry of Science and ICT, South Korea

Fonds Wetenschappelijk Onderzoek

Knut och Alice Wallenbergs Stiftelse

Electronic Arts

Publisher

ACM

Reference63 articles.

1. Style‐Controllable Speech‐Driven Gesture Synthesis Using Normalising Flows

2. Alexei Baevski Yuhao Zhou Abdelrahman Mohamed and Michael Auli. 2020. wav2vec 2.0: A framework for self-supervised learning of speech representations. In Advances in Neural Information Processing Systems(NeurIPS ’20 Vol. 33). 12449–12460. https://proceedings.neurips.cc/paper/2020/hash/92d1e1eb1cd6f9fba3227870bb6d7f07-Abstract.html Alexei Baevski Yuhao Zhou Abdelrahman Mohamed and Michael Auli. 2020. wav2vec 2.0: A framework for self-supervised learning of speech representations. In Advances in Neural Information Processing Systems(NeurIPS ’20 Vol. 33). 12449–12460. https://proceedings.neurips.cc/paper/2020/hash/92d1e1eb1cd6f9fba3227870bb6d7f07-Abstract.html

3. George Alfred Barnard . 1945. A new test for 2 × 2 tables. Nature 156, 3954 ( 1945 ), 177. https://doi.org/10.1038/156783b0 10.1038/156783b0 George Alfred Barnard. 1945. A new test for 2 × 2 tables. Nature 156, 3954 (1945), 177. https://doi.org/10.1038/156783b0

4. Kirsten Bergmann , Volkan Aksu , and Stefan Kopp . 2011 . The relation of speech and gestures: Temporal synchrony follows semantic synchrony . In Proceedings of the Workshop on Gesture and Speech in Interaction(GESPIN ’11) . Kirsten Bergmann, Volkan Aksu, and Stefan Kopp. 2011. The relation of speech and gestures: Temporal synchrony follows semantic synchrony. In Proceedings of the Workshop on Gesture and Speech in Interaction(GESPIN ’11).

5. GNetIc – Using Bayesian Decision Networks for Iconic Gesture Generation

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