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Papers
Automatic Multimodal Emotion Recognition Using Facial Expression, Voice, and Text
IJCAI 2022
Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework
Interspeech 2022
Coupled Discriminant Subspace Alignment for Cross-database Speech Emotion Recognition
Interspeech 2022
CTA-RNN: Channel and Temporal-wise Attention RNN leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition
Interspeech 2022
CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion Recognition
IJCAI 2022
Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition
Interspeech 2022
Discriminative Feature Representation Based on Cascaded Attention Network with Adversarial Joint Loss for Speech Emotion Recognition
Interspeech 2022
End-To-End Label Uncertainty Modeling for Speech-based Arousal Recognition Using Bayesian Neural Networks
Interspeech 2022
Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier
Interspeech 2022
Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition
Interspeech 2022
Improving Speech Emotion Recognition Through Focus and Calibration Attention Mechanisms
Interspeech 2022
Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks
Interspeech 2022
Interpretabilty of Speech Emotion Recognition modelled using Self-Supervised Speech and Text Pre-Trained Embeddings
Interspeech 2022
Mind the gap: On the value of silence representations to lexical-based speech emotion recognition
Interspeech 2022
Multi-Corpus Speech Emotion Recognition for Unseen Corpus Using Corpus-Wise Weights in Classification Loss
Interspeech 2022
Multi-level Fusion of Wav2vec 2.0 and BERT for Multimodal Emotion Recognition
Interspeech 2022
Multiple Enhancements to LSTM for Learning Emotion-Salient Features in Speech Emotion Recognition
Interspeech 2022
Performance Improvement of Speech Emotion Recognition by Neutral Speech Detection Using Autoencoder and Intermediate Representation
Interspeech 2022
Probing speech emotion recognition transformers for linguistic knowledge
Interspeech 2022
Recurrent multi-head attention fusion network for combining audio and text for speech emotion recognition
Interspeech 2022
Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysis
EMNLP 2022
Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition
Interspeech 2022
Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling
Interspeech 2022
Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillation
Interspeech 2022
Speech Emotion Recognition in the Wild using Multi-task and Adversarial Learning
Interspeech 2022