Mar 10, 2024 · The repo contains an audio emotion detection model, facial emotion detection model, and a model that combines both these models to predict emotions from a video

We developped a multimodal emotion recognition platform to analyze the emotions of job candidates, in partnership with the French Employment Agency. We analye facial, vocal and …

Aug 30, 2024 · Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras. libfaceid is a research framework for prototyping of face …

In this paper, we propose a multimodal emotion recognition system that relies on speech and facial information. For the speech-based modality, we evaluated several transfer-learning …

Mar 27, 2025 · Standardized Emotion Label Mapping Using James Russell's Circumplex Model for Text-Based Emotion Detection Systems. AI & Affective Computing, 27(2), 145-162. …

Feb 19, 2021 · This paper proposes MindLink-Eumpy, which is an open-source Python toolbox for multimodal emotion recognition. MindLink-Eumpy includes a series of tools for data collection, …

Apr 1, 2024 · Section 2 introduces the theoretical background of emotion recognition and states the problem tackled in this paper from the point of view of automatic multimodal emotion …

Feb 19, 2021 · In this paper, an open-source software toolbox called MindLink-Eumpy is developed to recognize emotions by integrating electroencephalogram (EEG) and facial …

3 days ago · Multimodal emotion recognition in conversation is a rapidly growing field that aims to predict emotions for each utterance in a dialogue by integrating multimodal data. Speakers …

In this study, we propose a temporal multimodal fusion approach with a deep learning model to capture the non-linear emotional correlation within and across electroencephalography (EEG) …