The Ghost in the Keys: A Disklavier Demo for Human-AI Musical Co-Creativity
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arXiv
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| Auteurs principaux: | , , , |
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| Format: | Preprint |
| Publié: |
2025
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| _version_ | 1866918183809581056 |
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| author | Bradshaw, Louis Spangher, Alexander Biderman, Stella Colton, Simon |
| author_facet | Bradshaw, Louis Spangher, Alexander Biderman, Stella Colton, Simon |
| contents | While generative models for music composition are increasingly capable, their adoption by musicians is hindered by text-prompting, an asynchronous workflow disconnected from the embodied, responsive nature of instrumental performance. To address this, we introduce Aria-Duet, an interactive system facilitating a real-time musical duet between a human pianist and Aria, a state-of-the-art generative model, using a Yamaha Disklavier as a shared physical interface. The framework enables a turn-taking collaboration: the user performs, signals a handover, and the model generates a coherent continuation performed acoustically on the piano. Beyond describing the technical architecture enabling this low-latency interaction, we analyze the system's output from a musicological perspective, finding the model can maintain stylistic semantics and develop coherent phrasal ideas, demonstrating that such embodied systems can engage in musically sophisticated dialogue and open a promising new path for human-AI co-creation. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2511_01663 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | The Ghost in the Keys: A Disklavier Demo for Human-AI Musical Co-Creativity Bradshaw, Louis Spangher, Alexander Biderman, Stella Colton, Simon Sound Artificial Intelligence Human-Computer Interaction While generative models for music composition are increasingly capable, their adoption by musicians is hindered by text-prompting, an asynchronous workflow disconnected from the embodied, responsive nature of instrumental performance. To address this, we introduce Aria-Duet, an interactive system facilitating a real-time musical duet between a human pianist and Aria, a state-of-the-art generative model, using a Yamaha Disklavier as a shared physical interface. The framework enables a turn-taking collaboration: the user performs, signals a handover, and the model generates a coherent continuation performed acoustically on the piano. Beyond describing the technical architecture enabling this low-latency interaction, we analyze the system's output from a musicological perspective, finding the model can maintain stylistic semantics and develop coherent phrasal ideas, demonstrating that such embodied systems can engage in musically sophisticated dialogue and open a promising new path for human-AI co-creation. |
| title | The Ghost in the Keys: A Disklavier Demo for Human-AI Musical Co-Creativity |
| topic | Sound Artificial Intelligence Human-Computer Interaction |
| url | https://arxiv.org/abs/2511.01663 |