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ICASSP-2024-Papers

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Previous Collections Conference

Speech Emotion Recognition and Analysis

Section Papers Preprint Papers Papers with Open Code Papers with Video

Title Repo Paper Video
Improving Multi-Modal Emotion Recognition using Entropy-based Fusion and Pruning-based Network Architecture Optimization ➖ IEEE Xplore ➖
Improving Speaker-Independent Speech Emotion Recognition using Dynamic Joint Distribution Adaptation ➖ IEEE Xplore
arXiv		 ➖
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition GitHub IEEE Xplore
arXiv		 ➖
Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition ➖ IEEE Xplore
arXiv		 ➖
Generalization of Self-Supervised Learning-based Representations for Cross-Domain Speech Emotion Recognition ➖ IEEE Xplore ➖
Improving Speech Emotion Recognition with Unsupervised Speaking Style Transfer GitHub Page IEEE Xplore
arXiv		 ➖
Foundation Model Assisted Automatic Speech Emotion Recognition: Transcribing, Annotating, and Augmenting ➖ IEEE Xplore
arXiv		 ➖
CLAP4Emo: ChatGPT-Assisted Speech Emotion Retrieval with Natural Language Supervision GitHub IEEE Xplore ➖
EMOCONV-Diff: Diffusion-based Speech Emotion Conversion for Non-Parallel and in-the-Wild Data WEB Page IEEE Xplore
arXiv		 ➖
Large Language Model-based Emotional Speech Annotation using Context and Acoustic Feature for Speech Emotion Recognition ➖ IEEE Xplore ➖
Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition ➖ IEEE Xplore
arXiv		 ➖
Customising General Large Language Models for Specialised Emotion Recognition Tasks ➖ IEEE Xplore
arXiv		 ➖
RL-EMO: A Reinforcement Learning Framework for Multimodal Emotion Recognition GitHub IEEE Xplore ➖
Zero Shot Audio to Audio Emotion Transfer with Speaker Disentanglement GitHub IEEE Xplore
arXiv		 ➖
TRUST-SER: On the Trustworthiness of Fine-Tuning Pre-Trained Speech Embeddings for Speech Emotion Recognition GitHub IEEE Xplore
arXiv		 ➖
STYLECAP: Automatic Speaking-Style Captioning from Speech based on Speech and Language Self-Supervised Learning Models GitHub Page IEEE Xplore
arXiv		 ➖
Frame-Level Emotional State Alignment Method for Speech Emotion Recognition GitHub IEEE Xplore
arXiv		 ➖
Gradient-based Dimensionality Reduction for Speech Emotion Recognition using Deep Networks GitHub IEEE Xplore ➖
Disentanglement Network: Disentangle the Emotional Features from Acoustic Features for Speech Emotion Recognition ➖ IEEE Xplore ➖
Balancing Speaker-Rater Fairness for Gender-Neutral Speech Emotion Recognition ➖ IEEE Xplore ➖
Prompting Audios using Acoustic Properties for Emotion Representation ➖ IEEE Xplore
arXiv		 ➖
Learning Arousal-Valence Representation from Categorical Emotion Labels of Speech GitHub IEEE Xplore
arXiv		 ➖
A Robust Pitch-Fusion Model for Speech Emotion Recognition in Tonal Languages GitHub IEEE Xplore ➖
Modeling Intrapersonal and Interpersonal Influences for Automatic Estimation of Therapist Empathy in Counseling Conversation ➖ IEEE Xplore
arXiv		 ➖
Towards Improving Speech Emotion Recognition using Synthetic Data Augmentation from Emotion Conversion ➖ IEEE Xplore ➖
Emohrnet: High-Resolution Neural Network based Speech Emotion Recognition ➖ IEEE Xplore ➖
Fine-Grained Disentangled Representation Learning for Multimodal Emotion Recognition ➖ IEEE Xplore
arXiv		 ➖
Investigating Salient Representations and Label Variance in Dimensional Speech Emotion Analysis ➖ IEEE Xplore ➖
Adaptive Speech Emotion Representation Learning based on Dynamic Graph ➖ IEEE Xplore ➖
Enhancing Two-Stage Finetuning for Speech Emotion Recognition using Adapters ➖ IEEE Xplore ➖
Speech Swin-Transformer: Exploring a Hierarchical Transformer with Shifted Windows for Speech Emotion Recognition ➖ IEEE Xplore
arXiv		 ➖
Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition ➖ IEEE Xplore
arXiv		 ➖
Dynamic Speech Emotion Recognition using a Conditional Neural Process ➖ IEEE Xplore ➖
MS-SENet: Enhancing Speech Emotion Recognition through Multi-Scale Feature Fusion with Squeeze-and-Excitation Blocks GitHub IEEE Xplore
arXiv		 ➖
GEmo-CLAP: Gender-Attribute-Enhanced Contrastive Language-Audio Pretraining for Accurate Speech Emotion Recognition ➖ IEEE Xplore
arXiv		 ➖
Multi-Source Unsupervised Transfer Components Learning for Cross-Domain Speech Emotion Recognition ➖ IEEE Xplore ➖
Self-Supervised Domain Exploration with an Optimal Transport Regularization for Open Set Cross-Domain Speech Emotion Recognition ➖ IEEE Xplore ➖
Multi-Modal Emotion Recognition using Multiple Acoustic Features and Dual Cross-Modal Transformer ➖ IEEE Xplore ➖
Speech Relationship Learning for Cross-Corpus Speech Emotion Recognition ➖ IEEE Xplore ➖
Parameter Efficient Finetuning for Speech Emotion Recognition and Domain Adaptation ➖ IEEE Xplore
arXiv		 ➖
MF-AED-AEC: Speech Emotion Recognition by Leveraging Multimodal Fusion, ASR Error Detection, and ASR Error Correction ➖ IEEE Xplore
arXiv		 ➖
Improving Domain Generalization in Speech Emotion Recognition with Whisper ➖ IEEE Xplore ➖
Comparing Data-Driven and Handcrafted Features for Dimensional Emotion Recognition GitHub IEEE Xplore ➖
Speech Emotion Recognition with Distilled Prosodic and Linguistic Affect Representations ➖ IEEE Xplore
arXiv		 ➖
MCM-CSD: Multi-Granularity Context Modeling with Contrastive Speaker Detection for Emotion Recognition in Real-Time Conversation GitHub IEEE Xplore ➖