A review of evaluation practices of gesture generation in embodied conversational agents
P Wolfert, N Robinson… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Embodied conversational agents (ECAs) are often designed to produce nonverbal behavior
to complement or enhance their verbal communication. One such form of the nonverbal …
to complement or enhance their verbal communication. One such form of the nonverbal …
A large, crowdsourced evaluation of gesture generation systems on common data: The GENEA Challenge 2020
Co-speech gestures, gestures that accompany speech, play an important role in human
communication. Automatic co-speech gesture generation is thus a key enabling technology …
communication. Automatic co-speech gesture generation is thus a key enabling technology …
Evaluating gesture generation in a large-scale open challenge: The GENEA Challenge 2022
This article reports on the second GENEA Challenge to benchmark data-driven automatic co-
speech gesture generation. Participating teams used the same speech and motion dataset …
speech gesture generation. Participating teams used the same speech and motion dataset …
To rate or not to rate: Investigating evaluation methods for generated co-speech gestures
While automatic performance metrics are crucial for machine learning of artificial human-like
behaviour, the gold standard for evaluation remains human judgement. The subjective …
behaviour, the gold standard for evaluation remains human judgement. The subjective …
Data-Driven Communicative Behaviour Generation: A Survey
N Oralbayeva, A Aly, A Sandygulova… - ACM Transactions on …, 2024 - dl.acm.org
The development of data-driven behaviour generating systems has recently become the
focus of considerable attention in the fields of human–agent interaction and human–robot …
focus of considerable attention in the fields of human–agent interaction and human–robot …
Modeling and evaluating beat gestures for social robots
Natural gestures are a desirable feature for a humanoid robot, as they are presumed to elicit
a more comfortable interaction in people. With this aim in mind, we present in this paper a …
a more comfortable interaction in people. With this aim in mind, we present in this paper a …
Quantitative analysis of robot gesticulation behavior
Social robot capabilities, such as talking gestures, are best produced using data driven
approaches to avoid being repetitive and to show trustworthiness. However, there is a lack …
approaches to avoid being repetitive and to show trustworthiness. However, there is a lack …
The GENEA Challenge 2020: Benchmarking gesture-generation systems on common data
Automatic gesture generation is a field of growing interest, and a key technology for
enabling embodied conversational agents. Research into gesture generation is rapidly …
enabling embodied conversational agents. Research into gesture generation is rapidly …
Motion and meaning: data-driven analyses of the relationship between gesture and communicative semantics
C Saund, H Matuszak, A Weinstein… - Proceedings of the 10th …, 2022 - dl.acm.org
Gestures convey critical information within social interactions. As such, the success of virtual
agents (VA) in both building social relationships and achieving their goals is heavily …
agents (VA) in both building social relationships and achieving their goals is heavily …
Generating robotic emotional body language of targeted valence and arousal with conditional variational autoencoders
Non-verbal communication that encompasses emotional body language is a crucial aspect
of social robotics applications. Deep learning models for the generation of robotic …
of social robotics applications. Deep learning models for the generation of robotic …