A Proposal for Multimodal Emotion Recognition Using Aural Transformers and Action Units on RAVDESS Dataset (original) (raw)
Related papers
Multimodal Emotion Recognition on RAVDESS Dataset Using Transfer Learning
Sensors
ASR-based Features for Emotion Recognition: A Transfer Learning Approach
2018
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition
IEEE Transactions on Affective Computing, 2021
End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild
Multimodal Technologies and Interaction, 2022
AVEC 2011 – The First International Audio/Visual Emotion Challenge
ViTFER: Facial Emotion Recognition with Vision Transformers
Applied System Innovation
MULTI-MODAL EMOTION DETECTION WITH TRANSFER LEARNING
Recognition Technologies Technical Report, 2020
Transformer-based Non-Verbal Emotion Recognition
Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge
Audio-Visual Emotion Recognition in Video Clips
IEEE Transactions on Affective Computing, 2017
ArXiv, 2020
Learning Transferable Features for Speech Emotion Recognition
Proceedings of the on Thematic Workshops of ACM Multimedia 2017 - Thematic Workshops '17
2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021
Deep Visual Attributes vs. Hand-Crafted Audio Features on Multidomain Speech Emotion Recognition
Computation (Basel), 2017
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
A Transfer Learning Method for Speech Emotion Recognition from Automatic Speech Recognition
Multiple Acoustic Features Speech Emotion Recognition Using Cross-Attention Transformer
2023
Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition
ArXiv, 2019
Deep Features for Multimodal Emotion Classification
HAL (Le Centre pour la Communication Scientifique Directe), 2016
Multi-modal Residual Perceptron Network for Audio-Video Emotion Recognition
arXiv (Cornell University), 2021
IRJET, 2020
Multitask Learning and Multistage Fusion for Dimensional Audiovisual Emotion Recognition
2020
Design & Development of Emotion Recognition for Speech Data
International Journal of Advances in Engineering Architecture Science and Technology (IJAEAST)
International Journal of Advances in Engineering Architecture Science and Technology , 2023
Transformer-Based Multilingual Speech Emotion Recognition Using Data Augmentation and Feature Fusion
Applied Sciences
Multimodal Emotion Recognition Using Deep Networks
IFMBE Proceedings, 2015
Cross-Language Speech Emotion Recognition Using Multimodal Dual Attention Transformers
arXiv (Cornell University), 2023
Reusing Neural Speech Representations for Auditory Emotion Recognition
Proceedings of the Eighth International Joint Conference on Natural Language Processing, Volume 1, pages 423--430, 2017
Speech Emotion Recognition among Elderly Individuals using Multimodal Fusion and Transfer Learning
Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020
MMER: Multimodal Multi-task learning for Emotion Recognition in Spoken Utterances
2022
Audio-visual emotion recognition: A dynamic, multimodal approach