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Papers
Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues
AAAI 2026
Do Audio LLMs Really LISTEN, or Just Transcribe? Measuring Lexical vs. Acoustic Emotion Cues Reliance
EACL 2026
On the Emotion Understanding of Synthesized Speech
ACL 2026
Prosody as Supervision: Bridging the Non-Verbal–Verbal for Multilingual Speech Emotion Recognition
ACL 2026
RankList – a Listwise Preference Learning Framework for Predicting Subjective Preferences
AAAI 2026
Real-Time Mitigation of Negative Emotion in Customer Care Calls
EACL 2026
AA-SLLM: An Acoustically Augmented Speech Large Language Model for Speech Emotion Recognition
Interspeech 2025
ABHINAYA - A System for Speech Emotion Recognition In Naturalistic Conditions Challenge
Interspeech 2025
Advancing Emotion Recognition via Ensemble Learning: Integrating Speech, Context, and Text Representations
Interspeech 2025
Analysis of Phonetic Level Similarities Across Languages in Emotional Speech
Interspeech 2025
ArabEmoNet: A Lightweight Hybrid 2D CNN-BiLSTM Model with Attention for Robust Arabic Speech Emotion Recognition
EMNLP 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs
IJCNLP 2025
Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation
Interspeech 2025
Chain-of-Thought Distillation with Fine-Grained Acoustic Cues for Speech Emotion Recognition
Interspeech 2025
CLEP-DG: Contrastive Learning for Speech Emotion Domain Generalization via Soft Prompt Tuning
Interspeech 2025
Cross-corpus open-set Speech Emotion Recognition Method Based on Spatiotemporal Features with Inverse-Entropy Regularization
Interspeech 2025
Developing a High-performance Framework for Speech Emotion Recognition in Naturalistic Conditions Challenge for Emotional Attribute Prediction
Interspeech 2025
Developing a Top-tier Framework in Naturalistic Conditions Challenge for Categorized Emotion Prediction: From Speech Foundation Models and Learning Objective to Data Augmentation and Engineering Choices
Interspeech 2025
EAA: Emotion-Aware Audio Large Language Models with Dual Cross-Attention and Context-Aware Instruction Tuning
Interspeech 2025
EmoDB 2.0: A Database of Emotional Speech in a World that is not Black or White but Grey
Interspeech 2025
EmoJudge: LLM Based Post-Hoc Refinement for Multimodal Speech Emotion Recognition
Interspeech 2025
EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition
EMNLP 2025
EmoSphere-SER: Enhancing Speech Emotion Recognition Through Spherical Representation with Auxiliary Classification
Interspeech 2025
EmoTa: A Tamil Emotional Speech Dataset
COLING 2025
EmotionRankCLAP: Bridging Natural Language Speaking Styles and Ordinal Speech Emotion via Rank-N-Contrast
Interspeech 2025