Understanding Human-AI Collaboration in Music Therapy Through Co-Design with Therapists
Jingjing Sun, Jingyi Yang, Guyue Zhou, Yucheng Jin, Jiangtao Gong
摘要
The rapid development of musical AI technologies has expanded the creative potential of various musical activities, ranging from music style transformation to music generation. However, little research has investigated how musical AIs can support music therapists, who urgently need new technology support. This study used a mixed method, including semi-structured interviews and a participatory design approach. By collaborating with music therapists, we explored design opportunities for musical AIs in music therapy. We presented the co-design outcomes involving the integration of musical AIs into a music therapy process, which was developed from a theoretical framework rooted in emotion-focused therapy. After that, we concluded the benefits and concerns surrounding music AIs from the perspective of music therapists. Based on our findings, we discussed the opportunities and design implications for applying musical AIs to music therapy. Our work offers valuable insights for developing human-AI collaborative music systems in therapy involving complex procedures and specific requirements.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper7
- Exploring Collaboration Patterns and Strategies in Human-AI Co-creation through the Lens of Agency: A Scoping Review of the Top-tier HCI LiteratureShuning Zhang, Hui Wang, Xin YiCSCW 2025 · 被引用 31 次
- Reimagining Support: Exploring Autistic Individuals' Visions for AI in Coping with Negative Self-TalkBuse Çarik, Victoria V. Izaac, Xiaohan Ding, Angela Scarpa 等CHI 2025 · 被引用 19 次
- TherAIssist: Assisting Art Therapy Homework and Client-Practitioner Collaboration through Human-AI InteractionDi Liu, Jingwen Bai, Zhuoyi Zhang, Yilin Zhang 等UbiComp 2025 · 被引用 7 次
- From Daily Song to Daily Self: Supporting Emotional Growth of Deaf and Hard-of-Hearing Individuals through Generative AI SongwritingYoujin Choi, Jinyoung Yoo, JaeYoung Moon, Yoonjae Kim 等CHI 2026 · 被引用 2 次
- Designing a Generative AI-Assisted Music Psychotherapy Tool for Deaf and Hard-of-Hearing IndividualsYoujin Choi, JaeYoung Moon, Jinyoung Yoo, Jennifer G. Kim 等CHI 2026 · 被引用 2 次
它引用的顶会 Paper16
- Re-examining Whether, Why, and How Human-AI Interaction Is Uniquely Difficult to DesignQian Yang, Aaron Steinfeld, Carolyn P. Rosé, John ZimmermanCHI 2020 · 被引用 604 次
- DDSP: Differentiable Digital Signal ProcessingJesse H. Engel, Lamtharn Hantrakul, Chenjie Gu, Adam RobertsICLR 2020 · 被引用 467 次
- Novice-AI Music Co-Creation via AI-Steering Tools for Deep Generative ModelsRyan Louie, Andy Coenen, Cheng Zhi Huang, Michael Terry 等CHI 2020 · 被引用 265 次
- Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed HypergraphsWen-Yi Hsiao, Jen-Yu Liu, Yin-Cheng Yeh, Yi-Hsuan YangAAAI 2021 · 被引用 242 次
- "Brilliant AI Doctor" in Rural Clinics: Challenges in AI-Powered Clinical Decision Support System DeploymentDakuo Wang, Liuping Wang, Zhan Zhang, Ding Wang 等CHI 2021 · 被引用 207 次
相关 Paper
- Exploring the Needs of Practising Musicians in Co-Creative AI Through Co-DesignStephen James Krol, Maria Teresa Llano Rodriguez, Miguel Loor ParedesCHI 2025 · 被引用 13 次
- Understanding the Technological Practices and Needs of Music TherapistsAnna N. Baglione, Michael Paul Clemens, Juan F. Maestre, Aehong Min 等CSCW 2021 · 被引用 20 次
- Sound Designer-Generative AI Interactions: Towards Designing Creative Support Tools for Professional Sound DesignersPurnima Kamath, Fabio Morreale, Priambudi Lintang Bagaskara, Yize Wei 等CHI 2024 · 被引用 36 次
- Co-designing the Collaborative Digital Musical Instruments for Group Music TherapyYuan-Ling Feng, Zhaoguo Wang, Yuan Yao, Hanxuan Li 等CHI 2024 · 被引用 7 次
- Exploring the Design of Generative AI in Supporting Music-based Reminiscence for Older AdultsYucheng Jin, Wanling Cai, Li Chen, Yizhe Zhang 等CHI 2024 · 被引用 63 次
