A review of evaluation practices of gesture generation in embodied conversational agents
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 …
Analyzing input and output representations for speech-driven gesture generation
This paper presents a novel framework for automatic speech-driven gesture generation,
applicable to human-agent interaction including both virtual agents and robots. Specifically …
applicable to human-agent interaction including both virtual agents and robots. Specifically …
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 …
What affects the usage of artificial conversational agents? An agent personality and love theory perspective
Artificial-intelligence (AI) powered conversational (CAI) agents have been growing in
popularity. Like human personality, CAI agent personality can also impact the relationship …
popularity. Like human personality, CAI agent personality can also impact the relationship …
Modeling the conditional distribution of co-speech upper body gesture jointly using conditional-GAN and unrolled-GAN
Co-speech gestures are a crucial, non-verbal modality for humans to communicate. Social
agents also need this capability to be more human-like and comprehensive. This study aims …
agents also need this capability to be more human-like and comprehensive. This study aims …
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 …
HEMVIP: Human evaluation of multiple videos in parallel
In many research areas, for example motion and gesture generation, objective measures
alone do not provide an accurate impression of key stimulus traits such as perceived quality …
alone do not provide an accurate impression of key stimulus traits such as perceived quality …
Personality perceptions of conversational agents: A task-based analysis Using Thai as the conversational language
Recently there has been a tremendous growth in the popularity of artificial intelligence (AI)
based conversational agents (CA). Their support for anthropomorphism and human-likeness …
based conversational agents (CA). Their support for anthropomorphism and human-likeness …
Probabilistic human-like gesture synthesis from speech using GRU-based WGAN
Gestures are crucial for increasing the human-likeness of agents and robots to achieve
smoother interactions with humans. The realization of an effective system to model human …
smoother interactions with humans. The realization of an effective system to model human …
Sequence-to-sequence predictive model: From prosody to communicative gestures
Communicative gestures and speech acoustic are tightly linked. Our objective is to predict
the timing of gestures according to the acoustic. That is, we want to predict when a certain …
the timing of gestures according to the acoustic. That is, we want to predict when a certain …