Publications de Gelareh Mohammadi

Emotion Recognition in a Multi-Componential Framework: The Role of Physiology

Gelareh Mohammadi, Maëlan Quentin Menétrey

The Component Process Model is a well-established framework describing an emotion as a dynamic process with five highly interrelated components: cognitive appraisal, expression, motivation, physiology and feeling. Yet, few empirical studies have systematic ...

FRONTIERS MEDIA SA2022

Emotion Recognition in a Multi-Componential Framework: The Role of Physiology

Gelareh Mohammadi

Emotions are rich and complex experiences involving various behavioral and physiological responses. While many empirical studies have focused on discrete and dimensional representations of emotions, these representations do not fully reconcile with recent ...

FRONTIERS MEDIA SA2022

A Survey on Perceived Speaker Traits: Personality, Likability, Pathology and the First Challenge

Gelareh Mohammadi, Félix Burkhardt, Alessandro Vinciarelli

The INTERSPEECH 2012 Speaker Trait Challenge aimed at a unified test-bed for perceived speaker traits – the first challenge of this kind: personality in the five OCEAN personality dimensions, likability of speakers, and intelligibility of pathologic speake ...

Elsevier2015

A Survey of Personality Computing

Gelareh Mohammadi, Alessandro Vinciarelli

Personality is a psychological construct aimed at explaining the wide variety of human behaviors in terms of a few, stable and measurable individual characteristics. In this respect, any technology involving understanding, prediction and synthesis of human ...

2014

Who is Persuasive? The Role of Perceived Personality and Communication Modality in Social Multimedia

Gelareh Mohammadi, Alessandro Vinciarelli

2013

Automatic Personality Perception : Inferring Personality Traits from Nonverbal Vocal Behavior

Gelareh Mohammadi

Whenever we meet a person for the first time, we tend to attribute personality traits to him/her. The process takes place in less than a second and it is spontaneous and unconscious. While not necessarily accurate (attributed traits do not necessarily corr ...

EPFL2013

The INTERSPEECH 2012 Speaker Trait Challenge

Gelareh Mohammadi, Alessandro Vinciarelli

2012

Automatic Personality Perception: Prediction of Trait Attribution Based on Prosodic Features

Gelareh Mohammadi, Alessandro Vinciarelli

2012

Automatic Personality Perception: Prediction of Trait Attribution Based on Prosodic Features

Gelareh Mohammadi, Alessandro Vinciarelli

Whenever we listen to a voice for the first time, we attribute personality traits to the speaker. The process takes place in a few seconds and it is spontaneous and unaware. While the process is not necessarily accurate (attributed traits do not necessaril ...

2012

Humans as Feature Extractors: Combining Prosody and Personality Perception for Better Speaking Style Recognition

Gelareh Mohammadi, Alessandro Vinciarelli

2011