4.6 Article

An End-To-End Emotion Recognition Framework Based on Temporal Aggregation of Multimodal Information

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

Exploring the Contextual Factors Affecting Multimodal Emotion Recognition in Videos

Prasanta Bhattacharya et al.

Summary: This study analyzes the interplay between multimodal emotion features derived from facial expressions, tone and text in certain contexts. It found that multimodal features outperformed bimodal and unimodal features and performed particularly better for male speakers and shorter videos in recognizing most emotions. These findings offer insights for the development of context-aware emotion recognition and empathetic systems.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2023)

Article Computer Science, Information Systems

Speech Driven Talking Face Generation From a Single Image and an Emotion Condition

Sefik Emre Eskimez et al.

Summary: Visual emotion expression is crucial in speech-driven talking face generation, the proposed system outperforms the baseline in objective and subjective evaluations, and humans tend to respond more significantly to the visual modality in emotion recognition tasks.

IEEE TRANSACTIONS ON MULTIMEDIA (2021)

Article Computer Science, Artificial Intelligence

Audio-visual domain adaptation using conditional semi-supervised Generative Adversarial Networks

Christos Athanasiadis et al.

NEUROCOMPUTING (2020)

Proceedings Paper Imaging Science & Photographic Technology

STYLE EXTRACTOR FOR FACIAL EXPRESSION RECOGNITION IN THE PRESENCE OF SPEECH

Ali N. Salman et al.

2020 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) (2020)

Proceedings Paper Acoustics

X-VECTORS MEET EMOTIONS: A STUDY ON DEPENDENCIES BETWEEN EMOTION AND SPEAKER RECOGNITION

Raghavendra Pappagari et al.

2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (2020)

Article Computer Science, Hardware & Architecture

Metric Learning-Based Multimodal Audio-Visual Emotion Recognition

Esam Ghaleb et al.

IEEE MULTIMEDIA (2020)

Article Computer Science, Information Systems

nnAudio: An on-the-Fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolutional Neural Networks

Kin Wai Cheuk et al.

IEEE ACCESS (2020)

Proceedings Paper Computer Science, Artificial Intelligence

Emotion Recognition System from Speech and Visual Information based on Convolutional Neural Networks

Nicolae-Catalin Ristea et al.

2019 10TH INTERNATIONAL CONFERENCE ON SPEECH TECHNOLOGY AND HUMAN-COMPUTER DIALOGUE (SPED) (2019)

Article Computer Science, Information Systems

Speech Emotion Recognition From 3D Log-Mel Spectrograms With Deep Learning Network

Hao Meng et al.

IEEE ACCESS (2019)

Proceedings Paper Computer Science, Theory & Methods

Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition

Hengshun Zhou et al.

ICMI'19: PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION (2019)

Review Engineering, Multidisciplinary

Emotion Modelling for Social Robotics Applications: A Review

Filippo Cavallo et al.

JOURNAL OF BIONIC ENGINEERING (2018)

Article Engineering, Electrical & Electronic

End-to-End Multimodal Emotion Recognition Using Deep Neural Networks

Panagiotis Tzirakis et al.

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2017)

Proceedings Paper Computer Science, Artificial Intelligence

Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset

Joao Carreira et al.

30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)

Article Engineering, Electrical & Electronic

Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks

Kaipeng Zhang et al.

IEEE SIGNAL PROCESSING LETTERS (2016)

Proceedings Paper Computer Science, Artificial Intelligence

Emotion Recognition in the Wild from Videos using Images

Sarah Adel Bargal et al.

ICMI'16: PROCEEDINGS OF THE 18TH ACM INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION (2016)

Article Computer Science, Information Systems

Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks

Qirong Mao et al.

IEEE TRANSACTIONS ON MULTIMEDIA (2014)

Article Computer Science, Artificial Intelligence

CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset

Houwei Cao et al.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2014)

Article Computer Science, Cybernetics

Toward emotion recognition in car-racing drivers: A biosignal processing approach

Christos D. Katsis et al.

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS (2008)

Article Computer Science, Artificial Intelligence

Recognizing action units for facial expression analysis

YI Tian et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2001)