The MuSe 2021 Multimodal Sentiment Analysis Challenge: Sentiment, Emotion, Physiological-Emotion, and Stress Apr 14, 2021 Emotion Recognition Multimodal Sentiment Analysis
Code Code Available Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings Apr 8, 2021 Emotion Recognition Speech Emotion Recognition
Code Code Available TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition Apr 7, 2021 EEG Emotion Recognition
Code Code Available Pre-training strategies and datasets for facial representation learning Mar 30, 2021 3D Face Reconstruction 3D Facial Landmark Localization
Code Code Available Multimodal End-to-End Sparse Model for Emotion Recognition Mar 17, 2021 Emotion Recognition
Code Code Available EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition Mar 10, 2021 Emotion Recognition Speech Emotion Recognition
Code Code Available Morphset:Augmenting categorical emotion datasets with dimensional affect labels using face morphing Mar 4, 2021 Emotion Recognition
Code Code Available Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition Mar 2, 2021 Emotion Recognition Sentence
Code Code Available LSSED: a large-scale dataset and benchmark for speech emotion recognition Jan 30, 2021 Emotion Recognition Speech Emotion Recognition
Code Code Available SpanEmo: Casting Multi-label Emotion Classification as Span-prediction Jan 25, 2021 Author Profiling Classification
Code Code Available Transformer-based approach towards music emotion recognition from lyrics Jan 6, 2021 Emotion Recognition Information Retrieval
Code Code Available A Hierarchical Transformer with Speaker Modeling for Emotion Recognition in Conversation Dec 29, 2020 Emotion Recognition Emotion Recognition in Conversation
Code Code Available DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition Dec 16, 2020 All Emotion Recognition
Code Code Available MSAF: Multimodal Split Attention Fusion Dec 13, 2020 Action Recognition Emotion Recognition
Code Code Available Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations Nov 1, 2020 Emotion Recognition Emotion Recognition in Conversation
Code Code Available Emotion Understanding in Videos Through Body, Context, and Visual-Semantic Embedding Loss Oct 30, 2020 Emotion Recognition Word Embeddings
Code Code Available Seen and Unseen emotional style transfer for voice conversion with a new emotional speech dataset Oct 28, 2020 Decoder Emotion Recognition
Code Code Available Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation Learning Oct 27, 2020 Emotion Recognition Representation Learning
Code Code Available Neural Architecture Search of SPD Manifold Networks Oct 27, 2020 Emotion Recognition Neural Architecture Search
Code Code Available Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion Oct 27, 2020 Emotion Recognition Multimodal Deep Learning
Code Code Available MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences Oct 22, 2020 Emotion Recognition Multimodal Sentiment Analysis
Code Code Available Facial Emotion Recognition with Noisy Multi-task Annotations Oct 19, 2020 Emotion Recognition Facial Emotion Recognition
Code Code Available Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition Oct 5, 2020 Emotion Recognition Multimodal Sentiment Analysis
Code Code Available Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition Sep 21, 2020 Emotion Recognition Multimodal Emotion Recognition
Code Code Available Sentimental LIAR: Extended Corpus and Deep Learning Models for Fake Claim Classification Sep 1, 2020 Cultural Vocal Bursts Intensity Prediction Emotion Recognition
Code Code Available A Efficient Multimodal Framework for Large Scale Emotion Recognition by Fusing Music and Electrodermal Activity Signals Aug 22, 2020 Emotion Recognition
Code Code Available Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space Aug 19, 2020 Binary Classification Decision Making
Code Code Available Jointly Fine-Tuning “BERT-like” Self Supervised Models to Improve Multimodal Speech Emotion Recognition Aug 15, 2020 Emotion Recognition Multimodal Deep Learning
Code Code Available SemEval-2020 Task 8: Memotion Analysis -- The Visuo-Lingual Metaphor! Aug 9, 2020 Emotion Recognition
Code Code Available Speech Driven Talking Face Generation from a Single Image and an Emotion Condition Aug 8, 2020 Emotion Recognition Face Generation
Code Code Available Dynamic Emotion Modeling with Learnable Graphs and Graph Inception Network Aug 6, 2020 Emotion Recognition graph construction
Code Code Available Compact Graph Architecture for Speech Emotion Recognition Aug 5, 2020 Emotion Recognition Speech Emotion Recognition
Code Code Available ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction Jul 1, 2020 Emotion-Cause Pair Extraction Emotion Recognition
Code Code Available A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis Jun 29, 2020 Emotion Recognition Multimodal Sentiment Analysis
Code Code Available Emotion Recognition on large video dataset based on Convolutional Feature Extractor and Recurrent Neural Network Jun 19, 2020 Emotion Recognition
Code Code Available Emotion Recognition in Audio and Video Using Deep Neural Networks Jun 15, 2020 Deep Learning Emotion Recognition
Code Code Available Real-time Facial Expression Recognition "In The Wild'' by Disentangling 3D Expression from Identity May 12, 2020 Emotion Recognition Facial Expression Recognition
Code Code Available Learning and Evaluating Emotion Lexicons for 91 Languages May 12, 2020 Emotion Recognition Translation
Code Code Available K-EmoCon, a multimodal sensor dataset for continuous emotion recognition in naturalistic conversations May 8, 2020 EEG Electroencephalogram (EEG)
Code Code Available ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents May 4, 2020 BIG-bench Machine Learning Emotion Recognition
Code Code Available MuSe 2020 -- The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop Apr 30, 2020 Emotion Recognition Multimodal Sentiment Analysis
Code Code Available Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis Apr 29, 2020 Emotion Recognition Sentiment Analysis
Code Code Available Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition Apr 6, 2020 Deep Learning Emotion Recognition
Code Code Available Context Based Emotion Recognition using EMOTIC Dataset Mar 30, 2020 Emotion Recognition Emotion Recognition in Context
Code Code Available Evaluation of Error and Correlation-Based Loss Functions For Multitask Learning Dimensional Speech Emotion Recognition Mar 24, 2020 Emotion Recognition regression
Code Code Available PO-EMO: Conceptualization, Annotation, and Modeling of Aesthetic Emotions in German and English Poetry Mar 17, 2020 Emotion Classification Emotion Recognition
Code Code Available Multi-Time-Scale Convolution for Emotion Recognition from Speech Audio Signals Mar 6, 2020 Emotion Recognition
Code Code Available ProxEmo: Gait-based Emotion Learning and Multi-view Proxemic Fusion for Socially-Aware Robot Navigation Mar 2, 2020 Emotion Classification Emotion Recognition
Code Code Available Multilogue-Net: A Context Aware RNN for Multi-modal Emotion Detection and Sentiment Analysis in Conversation Feb 19, 2020 Emotion Recognition Emotion Recognition in Conversation
Code Code Available Speech emotion recognition with deep convolutional neural networks Feb 15, 2020 Audio Classification Emotion Recognition
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