EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot
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Abstract (arXiv)
This paper introduces EmpathyEar, a pioneering open-source, avatar-based multimodal empathetic chatbot, to fill the gap in traditional text-only empathetic response generation (ERG) systems. Leveraging the advancements of a large language model, combined with multimodal encoders and generators, EmpathyEar supports user inputs in any combination of text, sound, and vision, and produces multimodal empathetic responses, offering users, not just textual responses but also digital avatars with talking faces and synchronized speeches. A series of emotion-aware instruction-tuning is performed for comprehensive emotional understanding and generation capabilities. In this way, EmpathyEar provides users with responses that achieve a deeper emotional resonance, closely emulating human-like empathy. The system paves the way for the next emotional intelligence, for which we open-source the code for public access.
Key facts. Cited by 17 papers in the map (data through 14 Oct 2026). First posted on arXiv 21 Jun 2024.
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Citing papers per year: 2024: 6; 2025: 3; 2026: 8.
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- 2024From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalitiescited by 22
- 2024Personalized Multimodal Large Language Models: A Surveycited by 19
- 2024PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysiscited by 13
- 2025SPHERE: An Evaluation Card for Human-AI Systemscited by 9
- 2025Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformerscited by 8
- 2024AV-EmoDialog: Chat with Audio-Visual Users Leveraging Emotional Cuescited by 3
- 2025E3RG: Building Explicit Emotion-driven Empathetic Response Generation System with Multimodal Large Language Modelcited by 2
- 2024Empathetic Response in Audio-Visual Conversations Using Emotion Preference Optimization and MambaCompressorcited by 1
- 2026A Concise Agent is Less Expert: Revealing Side Effects of Using Style Features on Conversational Agentscited by 1
- 2026DuCCAE: A Hybrid Engine for Immersive Conversation via Collaboration, Augmentation, and Evolutioncited by 1
- 2024Generative Emotion Cause Explanation in Multimodal Conversationscited by 0
- 2026Multimodal Large Language Model-Enabled Video Translation: A Role-Oriented Surveycited by 0
5 more
- 2026PRIDE: Privileged Information-enhanced Distillation for Empathetic Dialogue Generationcited by 0
- 2026Let Me Look at You: Advanced Facial Expression Modeling for Conversational Speech Synthesiscited by 0
- 2026EmpaAva: An Open-source Agentic 3D-Avatar Empathetic Live Chatbotcited by 0
- 2026MOCC-R1: Reinforcing Reasoning-Response Consistency for Multimodal Counselor Response Generationcited by 0
- 2026EmAvatar: Multimodal Empathetic Response Generation via Conflict Resolution and Expressive Guidancecited by 0
- 2026MOCC-R1: Reinforcing Reasoning-Response Consistency for Multimodal Counselor Response Generation15 Sep 2026
- 2026EmpaAva: An Open-source Agentic 3D-Avatar Empathetic Live Chatbot5 Aug 2026
- 2026EmAvatar: Multimodal Empathetic Response Generation via Conflict Resolution and Expressive Guidance4 Aug 2026
- 2026Let Me Look at You: Advanced Facial Expression Modeling for Conversational Speech Synthesis27 Jul 2026
- 2026PRIDE: Privileged Information-enhanced Distillation for Empathetic Dialogue Generation22 Jun 2026
- 2026Multimodal Large Language Model-Enabled Video Translation: A Role-Oriented Survey13 Apr 2026
- 2026DuCCAE: A Hybrid Engine for Immersive Conversation via Collaboration, Augmentation, and Evolution25 Feb 2026
- 2026A Concise Agent is Less Expert: Revealing Side Effects of Using Style Features on Conversational Agents15 Jan 2026
- 2025Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers6 Oct 2025
- 2025E3RG: Building Explicit Emotion-driven Empathetic Response Generation System with Multimodal Large Language Model18 Aug 2025
- 2025SPHERE: An Evaluation Card for Human-AI Systems24 Mar 2025
- 2024Empathetic Response in Audio-Visual Conversations Using Emotion Preference Optimization and MambaCompressor23 Dec 2024
5 more
- 2024AV-EmoDialog: Chat with Audio-Visual Users Leveraging Emotional Cues23 Dec 2024
- 2024From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities16 Dec 2024
- 2024Personalized Multimodal Large Language Models: A Survey3 Dec 2024
- 2024Generative Emotion Cause Explanation in Multimodal Conversations1 Nov 2024
- 2024PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis18 Aug 2024
- 2026A Concise Agent is Less Expert: Revealing Side Effects of Using Style Features on Conversational Agentscited by 1
- 2026DuCCAE: A Hybrid Engine for Immersive Conversation via Collaboration, Augmentation, and Evolutioncited by 1
- 2026EmpaAva: An Open-source Agentic 3D-Avatar Empathetic Live Chatbotcited by 0
- 2026EmpaAva: An Open-source Agentic 3D-Avatar Empathetic Live Chatbot5 Aug 2026
- 2026DuCCAE: A Hybrid Engine for Immersive Conversation via Collaboration, Augmentation, and Evolution25 Feb 2026
- 2026A Concise Agent is Less Expert: Revealing Side Effects of Using Style Features on Conversational Agents15 Jan 2026
- 2024Personalized Multimodal Large Language Models: A Surveycited by 19
- 2024Personalized Multimodal Large Language Models: A Survey3 Dec 2024
- 2024From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalitiescited by 22
- 2024PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysiscited by 13
- 2025SPHERE: An Evaluation Card for Human-AI Systemscited by 9
- 2025Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformerscited by 8
- 2024AV-EmoDialog: Chat with Audio-Visual Users Leveraging Emotional Cuescited by 3
- 2025E3RG: Building Explicit Emotion-driven Empathetic Response Generation System with Multimodal Large Language Modelcited by 2
- 2024Generative Emotion Cause Explanation in Multimodal Conversationscited by 0
- 2026PRIDE: Privileged Information-enhanced Distillation for Empathetic Dialogue Generationcited by 0
- 2026Let Me Look at You: Advanced Facial Expression Modeling for Conversational Speech Synthesiscited by 0
- 2026MOCC-R1: Reinforcing Reasoning-Response Consistency for Multimodal Counselor Response Generationcited by 0
- 2026EmAvatar: Multimodal Empathetic Response Generation via Conflict Resolution and Expressive Guidancecited by 0
- 2026MOCC-R1: Reinforcing Reasoning-Response Consistency for Multimodal Counselor Response Generation15 Sep 2026
- 2026EmAvatar: Multimodal Empathetic Response Generation via Conflict Resolution and Expressive Guidance4 Aug 2026
- 2026Let Me Look at You: Advanced Facial Expression Modeling for Conversational Speech Synthesis27 Jul 2026
- 2026PRIDE: Privileged Information-enhanced Distillation for Empathetic Dialogue Generation22 Jun 2026
- 2025Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers6 Oct 2025
- 2025E3RG: Building Explicit Emotion-driven Empathetic Response Generation System with Multimodal Large Language Model18 Aug 2025
- 2025SPHERE: An Evaluation Card for Human-AI Systems24 Mar 2025
- 2024AV-EmoDialog: Chat with Audio-Visual Users Leveraging Emotional Cues23 Dec 2024
- 2024From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities16 Dec 2024
- 2024Generative Emotion Cause Explanation in Multimodal Conversations1 Nov 2024
- 2024PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis18 Aug 2024