speech emotion recognition

Enhancing Speech Emotion Recognition with Multi-Task Learning and Dynamic Feature Fusion Interspeech 2025 Explainable Speech Emotion Recognition Through Attentive Pooling: Insights from Attention-Based Temporal Localization Interspeech 2025 Exploring the Limits of Conformer CTC-Encoder for Speech Emotion Recognition using Large Language Models Interspeech 2025 From Pretraining to Performance: Benchmarking Self-Supervised Speech Models for Interspeech-25 SER Challenge Interspeech 2025 HYFuse: Aligning Heterogeneous Speech Pre-Trained Representations in Hyperbolic Space for Speech Emotion Recognition Interspeech 2025 Improving Speech Emotion Recognition Through Cross Modal Attention Alignment and Balanced Stacking Model Interspeech 2025 Interactive Fusion of Multi-View Speech Embeddings via Pretrained Large-Scale Speech Models for Speech Emotional Attribute Prediction in Naturalistic Conditions Interspeech 2025 Investigating Affect Mining Techniques for Annotation Sample Selection in the Creation of Finnish Affective Speech Corpus Interspeech 2025 Investigating the Impact of Word Informativeness on Speech Emotion Recognition Interspeech 2025 Label Semantic-Driven Contrastive Learning for Speech Emotion Recognition Interspeech 2025 Learning More with Less: Self-Supervised Approaches forLow-Resource Speech Emotion Recognition Interspeech 2025 Lessons Learnt: Revisit Key Training Strategies for Effective Speech Emotion Recognition in the Wild Interspeech 2025 Leveraging Unlabeled Audio-Visual Data in Speech Emotion Recognition using Knowledge Distillation Interspeech 2025 MATER: Multi-level Acoustic and Textual Emotion Representation for Interpretable Speech Emotion Recognition Interspeech 2025 Medusa: A Multimodal Deep Fusion Multi-Stage Training Framework for Speech Emotion Recognition in Naturalistic Conditions Interspeech 2025 Meta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning Interspeech 2025 Mitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach Interspeech 2025 MMLoRA: Multitask Memory Parameter-Efficient Fine-Tuning for Multimodal SER Interspeech 2025 Multimodal Emotion Diarization: Frame-Wise Integration of Text and Audio Representations Interspeech 2025 Multi-task learning for speech emotion recognition in naturalistic conditions Interspeech 2025 Multi-Teacher Language-Aware Knowledge Distillation for Multilingual Speech Emotion Recognition Interspeech 2025 PARROT: Synergizing Mamba and Attention-based SSL Pre-Trained Models via Parallel Branch Hadamard Optimal Transport for Speech Emotion Recognition Interspeech 2025 Pitch Contour Model (PCM) with Transformer Cross-Attention for Speech Emotion Recognition Interspeech 2025 Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum AAAI 2025 Semantic Differentiation in Speech Emotion Recognition: Insights from Descriptive and Expressive Speech Roles EMNLP 2025