Emotion Recognition

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Period ending 2026-09-21

11 new papers

A weekly snapshot of new work published in Emotion Recognition.

Period ending 2026-09-14

11 new papers

A weekly snapshot of new work published in Emotion Recognition.

Period ending 2026-09-07

9 new papers

A weekly snapshot of new work published in Emotion Recognition.

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333 papers

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  1. EMPATH: A Multilingual Auditor-Judge Benchmark for Safety Evaluation of Emotional-Support Chatbots

    Jun 29, 2026Camilo Chacón SartoriEmotional SupportEmpathy

  2. A Hybrid Framework for Song Lyric Annotation Based on Human-LLM Alignment

    Jun 28, 2026Rashini Liyanarachchi, Frank Tran, Md Mahmudul Hasan +2AnnotationsLarge Language Model Alignment

  3. A Comparative Study on Affective Cues in Text Embeddings Across Psychological Emotion Theories

    Jun 27, 2026Fabio Ciani, Harald Schweiger, Emilia Parada-Cabaleiro +1Affective ComputingEncoders

  4. Do Speech Emphasis Models Generalize across Languages and Emotions?

    Jun 26, 2026Megan Wei, Deepali Aneja, Jiaqi Su +3Multilingual Automatic Speech RecognitionProsodic Features

  5. MER-R1: Multimodal Emotion Reasoning via Slow-Fast Thinking Synergy

    Jun 26, 2026Zhiyuan Han, Beier Zhu, Wenwen Tong +8Emotion RecognitionEmotion

  6. Learning from Annotation Uncertainty: Entropy-Aware Curriculum for Speech Emotion Recognition

    Jun 25, 2026Zahra Omidi, John H. L. HansenEmotion RecognitionHuman Annotators

  7. Where Do Models Find Happiness? Emotion Vectors in Open-Source LLMs

    Jun 25, 2026Sinie van der Ben, Raphaël Baur, Yannick Metz +1Valence-Arousal EstimationEmotion

  8. SAC2^2-Net: Semantic Anchoring and Complementary-Consensus Fusion for Multimodal Micro-Expression Recognition

    Jun 24, 2026Xuepeng Zheng, Tong Chen, Chaoping Gui +3Multimodal FusionFacial Expression Recognition

  9. Omni-Perception Policy Optimization for Multimodal Emotion Reasoning

    Jun 24, 2026Zhiyuan Han, Beier Zhu, Wenwen Tong +6Multimodal ReasoningOmni-Modal

  10. VA-DPO: Valence-Arousal Direct Preference Optimization for Controllable Emotion Generation in Language Models

    Jun 23, 2026Hyunwoo KimValence-Arousal EstimationDirect Preference Optimization

  11. Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment

    Jun 23, 2026Takuya Hasumi, Welly NaptaliLarge Language Model AlignmentInstruction Tuning

  12. Comparative Reasoning: Making an Audio Language Model Better at Comparing Emotions

    Jun 23, 2026Abinay Reddy Naini, Jaeyeon Kim, Chao-Han Huck Yang +2Large Audio Language ModelsEmotion Recognition

  13. Self-Stigma Is Not a Monolith, but Generic Empathy Is: Persona-Conditioned LLM Support for People Who Use Drugs

    Jun 22, 2026Layla Bouzoubaa, Rezvaneh RezapourPersonaEmpathy

  14. When Robots Rate Their Own Interactions: Engagement Validity and the Strangeness Failure

    Jun 22, 2026Victor Lockwood, Hasan Mahmud, Mohammad Javad Khojasteh +2Human-Robot InteractionAgentic Evaluations

  15. Unmasking LAION-5B: Age, Gender, Race, and Emotion Biases in Large-Scale Image Datasets

    Jun 22, 2026Iris Dominguez-Catena, Daniel Paternain, Mikel GalarLarge Image DatasetsDemographics

  16. PRIDE: Privileged Information-enhanced Distillation for Empathetic Dialogue Generation

    Jun 22, 2026Jiaqiang Wu, Zhouan Zhu, Shangfei WangEmpathyKnowledge Distillation

  17. A Controlled Study of CLIP-Based Body-Scene Fusion for Emotion Recognition in Context

    Jun 20, 2026Zubair Abbas, Muhammad Umair, Muqaddas HameedEmotion RecognitionControlled Study

  18. MindTailor: Personalized Emotional Support via Post History-Grounded Case Formulation and Collaborative Refinement

    Jun 20, 2026Suhyun Han, Kyunghyun Cho, JinYeong BakEmotional SupportCognitive Behavioral Therapy

  19. Quality and Agreement in Multilabel Emotion Annotation: A Case Study and Evaluation Framework

    Jun 19, 2026Emily Öhman, Anna KoufakouEmotion RecognitionHuman Annotators

  20. CDER-SME: A Cross-Device Event-RGB Micro-Expression Dataset under Multi-Level Stress Induction

    Jun 16, 2026Jingting Li, Hui Sha, Su-Jing WangEmotion RecognitionTrier Social Stress Test

  21. From Affect Prediction to Affect Forecasting: Evidence for Distinct Information Sources in Longitudinal Text

    Jun 15, 2026Sadia Noor, Seemab Latif, Raja Khurram Shahzad +1Affective ComputingValence-Arousal Estimation

  22. Steering Emotional Dynamics for Art Therapy: Controllable Narrative Script Generation through Hierarchically Guided LLM Agents

    Jun 15, 2026Suqing Wang, Qinghai Miao, Chao Guo +1Llm-Generated StoriesParticular Emotion-Aware Response

  23. The Circumplex Degeneracy Behind the Rare-Class Limit in Affect Recognition

    Jun 14, 2026Van Thong Huynh, Hong Hai Nguyen, Soo-Hyung KimRare EventsValence-Arousal Estimation

  24. EIBench: A Simulator-Based Benchmark and Turn-Credit RL for Emotion Management

    Jun 14, 2026Rongzhi Zhu, Xiang Huang, Yuchuan Wu +8Conversational BenchmarksUser Simulation

  25. RECTOR: Masked Region-Channel-Temporal Modeling for Affective and Cognitive Representation Learning

    Jun 13, 2026Jinhan Liu, Mahsa ShoaranFunctional NetworksTemporal Deep Learning Framework

  26. When Cognitive Graphs Meet LLMs: BDEI Cognitive Pathways for Panic Emotional Arousal Prediction

    Jun 13, 2026Mengzhu Liu, Long Qin, Chuan Ai +7Valence-Arousal EstimationThreat Models

  27. Deep Temporal Modeling and Ensemble Fusion for Multimodal Emotion Recognition from Physiological Signals

    Jun 12, 2026Desta Haileselassie Hagos, Saurav Keshari Aryal, Patrick Ymele-Leki +2Emotion RecognitionEnsemble

  28. A New Multi-Domain Benchmark for Micro-Action Recognition and Detection

    Jun 12, 2026Yanbin Hao, Pengyu Liu, Xing Wei +3Fine-Grained ActionsEmotion Recognition

  29. Explainable and Trustworthy Speech Emotion Recognition Using Confidence Score and Reinforcement Learning Rectified Speech Emotion Descriptors

    Jun 12, 2026Youjun Chen, Xurong Xie, Mengzhe Geng +9Emotion RecognitionProsodic Features

  30. Mood-Aware Music Recommendation: Integrating User Affective Signals into Ranking Systems

    Jun 11, 2026Terence Zeng, Abhishek K. UmrawalCollaborative FilteringConversational Music Recommendation

  31. Ride, Track, and Recover: Pilot Randomized Trial of a Wearable Digital Self-Management Intervention During a Veteran Endurance-Cycling Program

    Jun 11, 2026Alan Ta, Nilsu Salgin, Caleb Armstrong +2FearsWearable Devices

  32. EPIG: Emotion-Based Prompting for Personalised Image Generation

    Jun 11, 2026Emna Othmen, Mohamed Yassine Landolsi, Lotfi Ben RomdhaneImage GenerationValence-Arousal Estimation

  33. Emo-LiPO: Listwise Preference Optimization for Fine-Grained Emotion Intensity Control in LLM-based Text-to-Speech

    Jun 11, 2026Yihang Lin, Li Zhou, Congwei Cao +4Zero-Shot Text-To-SpeechEmotion Recognition

  34. PRISM: Prosody-Integrated Multi-Agent Reasoning Framework for Empathetic Spoken Dialogue

    Jun 11, 2026Wen Zhang, Xiaocui Yang, Zhuoyue Gao +3EmpathyConversational Datasets

  35. LLM-Based Synthetic Ground Truth Generation for Audio-Based Emotion Classification via In-Context Learning

    Jun 10, 2026Qing Huang, Pooja Pol, Jianing ZhangEmotion RecognitionIn-Context Learning

  36. I Understand How You Feel: Enhancing Deeper Emotional Support Through Multilingual Emotional Validation in Dialogue System

    Jun 10, 2026Zi Haur Pang, Yahui Fu, Koji Inoue +1Emotional SupportEmotion Recognition

  37. ParaBridge: Bridging Paralinguistic Perception and Dialogue Behavior in Speech Language Models

    Jun 9, 2026Yuxiang Wang, Qinke Ni, Shengbo Cai +3Paralinguistic CuesDialogue

  38. Soul Computing: A Theoretical Framework and Technical Architecture for Intelligent Agents with Independent Consciousness

    Jun 9, 2026Jinshan Zhang, Xishi Zhou, Qiu Peng +1Artificial Intelligence AgentsAffective Computing

  39. Towards Robust Arabic Speech Emotion Recognition with Deep Learning

    Jun 9, 2026Youcef Soufiane Gheffari, Samiya SilarbiEmotion RecognitionWav2Vec

  40. Emotion Profiling in LLM-Based Literary Translation: Systematic Shifts Across MT and Post-Editing

    Jun 8, 2026Antonio Castaldo, Johanna Monti, Sheila CastilhoEmotionItalian Case Studies

  41. Titans-as-a-Layer: Test-Time Memory for Conversational Speech Emotion Recognition

    Jun 7, 2026Daniel Chen, Qicong Hu, Yang Xiao +2Large Audio Language ModelsEmotion Recognition

  42. Towards Accurate Emotion-Attributed Video Captioning via Fine-grained Emotion-Cause Pair Extraction

    Jun 7, 2026Weidong Chen, Cheng Ye, Zhendong Mao +3Emotion RecognitionVideo Captioning

  43. SSR: Can Simulated Patients Learn to Stigmatize Themselves? Modeling Self-Stigma through Internal Monologue

    Jun 6, 2026Kunyao Lan, Bingrui Jin, Zichen Zhu +1Simulated PatientsEmpathy

  44. The Governance of Human-LLM Interaction: Safety Gating, Civility Steering, and Affective Default Lock-In

    Jun 6, 2026Manuele Reani, Hongjian Zhang, Hongyu TianLarge Language Model SafetyArtificial Intelligence Alignment

  45. Acoustic Cue Alignment in Audio Language Models for Speech Emotion Recognition

    Jun 5, 2026Iosif Tsangko, Andreas Triantafyllopoulos, Björn W. SchullerAudio TokensEmotion Recognition

  46. TargetSEC: Plug-and-Play In-the-Wild Speech Emotion Conversion via Arousal-Conditioned Latent Style Diffusion

    Jun 5, 2026Constantin Alexander AugaIdentity-Conditioned Latent Diffusion ModelsEmotion

  47. Decoding Naturalistic Emotion Dynamics from the Brain: An LLM-Enhanced Regression Framework

    Jun 5, 2026Lemei Zhang, Peng Liu, Hans Dahle Kvadsheim +5Emotion RecognitionParticular Emotion-Aware Response

  48. Beyond Semantic Dominance: Cognitive Affective Reasoning and Empathetic Response Alignment in Audio Language Models

    Jun 5, 2026Zhixian Zhao, Shuiyuan Wang, Wenjie Tian +3Large Audio Language ModelsEmpathy

  49. Learning Emotion-discriminative Representations for Zero-Shot Cross-lingual Speech Emotion Recognition

    Jun 4, 2026Jinyi Mi, Ding Ma, Tomoki TodaEmotion RecognitionContrastive Learning

  50. Geometric Second-Order Feature Correlation Learning for Self-Supervised Speech Emotion Recognition

    Jun 4, 2026Shuanglin Li, Ruxiao Qian, Siyang SongEmotion RecognitionHigher-Order Correlations

  51. Horse Eye Blink Detection and Classification for Equine Affective State Assessment

    Jun 3, 2026João Alves, Signe Møller-Skuldbøl, Pia Haubro Andersen +1Eye TrackingFacial Expression Recognition

  52. A Motivational Architecture for Conversational AGI

    Jun 3, 2026Anna Mikeda, Ben GoertzelConversational Artificial IntelligenceIntrinsic Motivation

  53. LifeSide: Benchmarking Agents as Lifelong Digital Companions

    Jun 3, 2026Yuqian Wu, Zhijie Deng, Wei Chen +8Artificial Intelligence CompanionsConversational Benchmarks

  54. Do Large Language Models Have Emotions?

    Jun 3, 2026Amit Goldenberg, James J. GrossEmotion

  55. Stumbling Into AI Emotional Dependence: How Routine AI Interactions Reshape Human Connection

    Jun 2, 2026Yaoxi Shi, Cathy Mengying Fang, Pattie Maez +1Human-Ai InteractionEmotional Support

  56. Speech Emotion Recognition using Attention-based LSTM-Network with Residual Connection

    Jun 2, 2026Daniil Krasnoproshin, Maxim VashkevichBidirectional Long Short-Term MemoryEmotion Recognition

  57. Beyond Semantics: Modeling Factual and Affective Perceptual Experiences from Vision-Language Data

    Jun 2, 2026Youssef Mohamed, Kenneth Ward Church, Mohamed ElhoseinyPerceptual UnderstandingVision-Language

  58. InsightVQA: High-Dimensional Emotion-Cognitive Visual Question Answering Benchmark

    Jun 1, 2026Shiyu Wang, Ziyu Liu, Chaoyi Yu +6Emotion RecognitionCognitive Science

  59. Bayesian Spectral Emotion Transition Discovery from Multi-Annotator Disagreement

    Jun 1, 2026Keito Inoshita, Takato UenoEmotion RecognitionTransitions

  60. UniVocal: Unified Speech-Singing Code-Switching Synthesis

    Jun 1, 2026Yufei Shi, Qian Chen, Wen Wang +3Singing Voice ConversionZero-Shot Text-To-Speech