Shreyan Chowdhury

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Music 🎶 + AI 👨‍💻 researcher at JKU Linz, Austria

"Decoding and Visualising Intended Emotion in an Expressive Piano Performance"

presented at #ISMIR 2022 Late-breaking demo session

https://arxiv.org/abs/2303.01875

Decoding and Visualising Intended Emotion in an Expressive Piano Performance

Expert musicians can mould a musical piece to convey specific emotions that they intend to communicate. In this paper, we place a mid-level features based music emotion model in this performer-to-listener communication scenario, and demonstrate via a small visualisation music emotion decoding in real time. We also extend the existing set of mid-level features using analogues of perceptual speed and perceived dynamics.

arXiv.org

Jacob Collier conveys emotions with his piano, and we decode them using our music emotion model. Check out how accurately this human-computer communication happens:

https://youtu.be/1Y8wDZfuaKU

Decoding and Visualising Intended Emotion in an Expressive Piano Performance

YouTube