Multi-modal Dimensional Emotion Recognition using Recurrent Neural Networks

No abstract is available for this paper.

• Publication year

  2015

• Venue

  AVEC@ACM Multimedia

• Publication date

  2015-10-26

• Fields of study

  Computer Science

• Identifiers
  DOI 10.1145/2808196.2811638
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Smoothing Forecasting And Prediction Of Discrete Time Series

  2016cited by this paper
• AV + EC 2015 – The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data

  2015cited by this paper
• Prediction of asynchronous dimensional emotion ratings from audiovisual and physiological data

  2015influential reference
• Speech emotion recognition with acoustic and lexical features

  2015cited by this paper
• Real-time Automatic Emotion Recognition from Body Gestures

  2014cited by this paper
• Speech Emotion Recognition Using CNN

  2014cited by this paper
• Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)

  2014cited by this paper
• Modeling gender information for emotion recognition using Denoising autoencoder

  2014cited by this paper
• Multi-scale Temporal Modeling for Dimensional Emotion Recognition in Video

  2014cited by this paper
• Computationally modeling human emotion

  2014cited by this paper
• Combining modality specific deep neural networks for emotion recognition in video

  2013cited by this paper
• Generating Sequences With Recurrent Neural Networks

  2013cited by this paper
• Deep Learning using Linear Support Vector Machines

  2013cited by this paper
• LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework

  2013cited by this paper
• On the importance of initialization and momentum in deep learning

  2013influential reference
• Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank

  2013cited by this paper
• Theano: new features and speed improvements

  2012cited by this paper
• Emotion Recognition using Acoustic and Lexical Features

  2012cited by this paper
• Survey on speech emotion recognition: Features, classification schemes, and databases

  2011cited by this paper
• Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge

  2011cited by this paper
• Opensmile: the munich versatile and fast open-source audio feature extractor

  2010cited by this paper
• Automatic, Dimensional and Continuous Emotion Recognition

  2010cited by this paper
• Speech emotion estimation in 3D space

  2010cited by this paper
• Acoustical Properties of Speech as Indicators of Depression and Suicidal Risk

  2008cited by this paper
• Beyond Facial Expressions: Learning Human Emotion from Body Gestures

  2007cited by this paper
• Recognising Human Emotions from Body Movement and Gesture Dynamics

  2007cited by this paper
• Modeling naturalistic affective states via facial and vocal expressions recognition

  2006cited by this paper
• Emotion Assessment: Arousal Evaluation Using EEG's and Peripheral Physiological Signals

  2006cited by this paper
• Recognizing emotions from student speech in tutoring dialogues

  2003cited by this paper
• Acoustical properties of speech as indicators of depression and suicidal risk

  2000cited by this paper
• Bidirectional recurrent neural networks

  1997cited by this paper
• Long Short-Term Memory

  1997cited by this paper
• Smoothing, Forecasting and Prediction of Discrete Time Series

  1964cited by this paper

• Appearance- and Relation-Aware Parallel Graph Attention Fusion Network for Facial Expression Recognition

  2025cites this paper
• To Use or Not to Use: The Risks of the Adoption of Facial Recognition Technologies in Smart Classrooms

  2025cites this paper
• A Comprehensive Review of Multimodal Emotion Recognition: Techniques, Challenges, and Future Directions

  2025cites this paper
• Multi-modal Bayesian Neural Network Surrogates with Conjugate Last-Layer Estimation

  2025cites this paper
• Speech Emotion Recognition Using Magnitude and Phase Features

  2024cites this paper
• Multimodality Fusion Aspects of Medical Diagnosis: A Comprehensive Review

  2024cites this paper
• Contrastive Learning for Multimodal Classification of Crisis related Tweets

  2024cites this paper
• Image-text multimodal classification via cross-attention contextual transformer with modality-collaborative learning

  2024cites this paper
• Multi-Rater Consensus Learning for Modeling Multiple Sparse Ratings of Affective Behaviour

  2024cites this paper
• Overview of Multimodal Machine Learning

  2024cites this paper
• Emotions in conceptual spaces

  2024cites this paper
• Emotion Recognition from the perspective of Activity Recognition

  2024cites this paper
• EEG Emotion Classification Based on Graph Convolutional Network

  2024cites this paper
• Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment

  2023cites this paper
• Audio-Visual Gated-Sequenced Neural Networks for Affect Recognition

  2023cites this paper
• A dynamic fusion of features from deep learning and the HOG-TOP algorithm for facial expression recognition

  2023cites this paper
• Autonomous Soundscape Augmentation with Multimodal Fusion of Visual and Participant-Linked Inputs

  2023cites this paper
• Enhancing Dimensional Emotion Recognition from Speech through Modulation-Filtered Cochleagram and Parallel Attention Recurrent Network

  2023cites this paper
• Review on Multimodal Fusion Techniques for Human Emotion Recognition

  2022cites this paper
• Text emotion recognition using fast text word embedding in bi-directional gated recurrent unit

  2022cites this paper
• Improving information fusion on multimodal clinical data in classification settings

  2022cites this paper
• Design of an Automated Recurrent Neural Network for Emotional Intelligence Using Deep Neural Networks

  2022cites this paper
• Multimodal Affect Recognition Using Temporal Convolutional Neural Networks

  2022cites this paper
• Multi-Modal-based Emotional Contagion from Tourists to Hosts: The Dual-Process Mechanism

  2022influential citation
• Understanding, Exploiting and Improving Inter-view Relationships

  2022cites this paper
• Modularized composite attention network for continuous music emotion recognition

  2022cites this paper
• Hierarchical Weighted Framework for Emotional Distress Detection using Personalized Affective Cues

  2022cites this paper
• A systematic literature review of speech emotion recognition approaches

  2022cites this paper
• Applications of Recurrent Neural Network for Biometric Authentication & Anomaly Detection

  2021influential citation
• Survey on encode biometric data for transmission in wireless communication networks

  2021cites this paper
• Brain lateralisation feature extraction and ant colony optimisation-bidirectional LSTM network model for emotion recognition

  2021cites this paper
• Semi-Supervised Learning for Multimodal Speech and Emotion Recognition

  2021cites this paper
• Multimodal Fusion Strategies for Physiological-emotion Analysis

  2021cites this paper
• Emotion Recognition in Adults With a History of Childhood Maltreatment: A Systematic Review

  2021cites this paper
• Automatic Emotion Recognition Using Temporal Multimodal Deep Learning

  2020cites this paper
• Multi-modal Fusion for Video Sentiment Analysis

  2020cites this paper
• Dimensional Affect Recognition from HRV: An Approach Based on Supervised SOM and ELM

  2020influential citation
• Multi-Modal Recurrent Attention Networks for Facial Expression Recognition

  2020cites this paper
• Fusion of deep learning features with mixture of brain emotional learning for audio-visual emotion recognition

  2020cites this paper
• Deep Auto-Encoders With Sequential Learning for Multimodal Dimensional Emotion Recognition

  2020cites this paper
• A Hybrid Technique using CNN+LSTM for Speech Emotion Recognition

  2020cites this paper
• Multimodal Categorization of Crisis Events in Social Media

  2020cites this paper
• Stroke Constrained Attention Network for Online Handwritten Mathematical Expression Recognition

  2020cites this paper
• Facial Expression Recognition: A Survey

  2019cites this paper
• Continuous affect recognition with weakly supervised learning

  2019cites this paper
• Incomplete Cholesky Decomposition based Kernel Cross Modal Factor Analysis for Audiovisual Continuous Dimensional Emotion Recognition

  2019cites this paper
• Automatic Speech Emotion Recognition Using Machine Learning

  2019cites this paper
• Learning Hierarchical Emotion Context for Continuous Dimensional Emotion Recognition From Video Sequences

  2019influential citation
• An Emotion-Embedded Visual Attention Model for Dimensional Emotion Context Learning

  2019influential citation
• Bidirectional Convolutional Recurrent Sparse Network (BCRSN): An Efficient Model for Music Emotion Recognition

  2019cites this paper
• Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition

  2019cites this paper
• Attending to Emotional Narratives

  2019cites this paper
• Multimodal Affective Computing Using Temporal Convolutional Neural Network and Deep Convolutional Neural Networks

  2019cites this paper
• Automatic driver stress level classification using multimodal deep learning

  2019cites this paper
• Tri-modal Recurrent Attention Networks for Emotion Recognition

  2019cites this paper
• Emotion Recognition with Spatial Attention and Temporal Softmax Pooling

  2019cites this paper
• An End-to-End Deep Neural Network for Facial Emotion Classification

  2019cites this paper
• Generalized Alignment for Multimodal Physiological Signal Learning

  2019cites this paper
• Automatic speech emotion recognition using an optimal combination of features based on EMD-TKEO

  2019cites this paper
• An Unsupervised Subspace Ranking Method for Continuous Emotions in Face Images

  2019cites this paper
• Adversarial Domain Adaption for Multi-Cultural Dimensional Emotion Recognition in Dyadic Interactions

  2019cites this paper
• Modeling Emotion in Complex Stories: The Stanford Emotional Narratives Dataset

  2019cites this paper
• Dimensional Emotion Recognition from Speech Using Modulation Spectral Features and Recurrent Neural Networks

  2019cites this paper
• Learning Salient Features for Multimodal Emotion Recognition with Recurrent Neural Networks and Attention Based Fusion

  2019cites this paper
• Emotion recognition based on multimodal fusion using mixture of brain emotional learning

  2019cites this paper
• Neural Networks for Natural Language Processing. (Réseaux de Neurones pour le Traitement Automatique du Langage)

  2019cites this paper
• Perception Net: A Multimodal Deep Neural Network for Machine Perception

  2018influential citation
• TeamSense

  2018cites this paper
• Spatiotemporal Attention Based Deep Neural Networks for Emotion Recognition

  2018cites this paper
• Parsimonious memory unit for recurrent neural networks with application to natural language processing

  2018cites this paper
• Linear and Non-Linear Multimodal Fusion for Continuous Affect Estimation In-the-Wild

  2018cites this paper
• Multimodal-multisensor affect detection

  2018cites this paper
• Reconocimiento de estados afectivos a partir de señales biomédicas

  2018influential citation
• Artificial intelligence system for continuous affect estimation from naturalistic human expressions

  2018influential citation
• MAFONN-EP: A Minimal Angular Feature Oriented Neural Network based Emotion Prediction system in image processing

  2018cites this paper
• Multi-Modal Multi-Task Learning for Automatic Dietary Assessment

  2018cites this paper
• Recognizing emotions in spoken dialogue with acoustic and lexical cues

  2018cites this paper
• Speech Emotion Recognition: Methods and Cases Study

  2018cites this paper
• Deep spatio-temporal feature fusion with compact bilinear pooling for multimodal emotion recognition

  2018cites this paper
• Multimodal fusion for pattern recognition

  2018cites this paper
• Multi-modal Multi-cultural Dimensional Continues Emotion Recognition in Dyadic Interactions

  2018cites this paper
• Temporal Attention Mechanism with Conditional Inference for Large-Scale Multi-label Video Classification

  2018cites this paper
• Long Short Term Memory Hyperparameter Optimization for a Neural Network Based Emotion Recognition Framework

  2018cites this paper
• Multimodal Dimensional and Continuous Emotion Recognition in Dyadic Video Interactions

  2018cites this paper
• Multimodal Machine Learning: A Survey and Taxonomy

  2017cites this paper
• AFEW-VA database for valence and arousal estimation in-the-wild

  2017cites this paper
• Explorer Recognising emotions in spoken dialogue with hierarchically fused acoustic and lexical features

  2017cites this paper
• Multimodal Multi-task Learning for Dimensional and Continuous Emotion Recognition

  2017cites this paper
• Modeling multimodal cues in a deep learning-based framework for emotion recognition in the wild

  2017cites this paper
• Internal Memory Gate for Recurrent Neural Networks with Application to Spoken Language Understanding

  2017cites this paper
• Significance of exploring pitch only features for the recognition of spontaneous emotions from speech signals

  2017cites this paper
• AST-Net: An Attribute-based Siamese Temporal Network for Real-Time Emotion Recognition

  2017cites this paper
• End-to-end learning for dimensional emotion recognition from physiological signals

  2017cites this paper
• A review on speech emotion recognition: Case of pedagogical interaction in classroom

  2017cites this paper
• How deep neural networks can improve emotion recognition on video data

  2016cites this paper
• Analysis on Gated Recurrent Unit Based Question Detection Approach

  2016cites this paper
• Audio-Video Based Multimodal Emotion Recognition Using SVMs and Deep Learning

  2016cites this paper
• Edinburgh Research Explorer Recognising emotions in spoken dialogue with hierarchically fused acoustic and lexical features

  2016influential citation
• Recognizing emotions in spoken dialogue with hierarchically fused acoustic and lexical features

  2016influential citation
• Multi-Modal Audio, Video and Physiological Sensor Learning for Continuous Emotion Prediction

  2016cites this paper