# Can a virtual conductor create its own interpretation of a music orchestra?

arXiv: https://arxiv.org/abs/2304.08434 · HTML: https://mlsanity.com/paper/2304.08434/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 1 of its 14 references that are in the map.
- First posted on arXiv 17 Apr 2023.

## Builds on (most cited first, 1 of 1)

- [Hardware for Machine Learning: Challenges and Opportunities](https://mlsanity.com/paper/1612.07625/) (2016)

## Abstract (arXiv)

Having a computer do the work for you has become more and more common over time. But in the entertainment area, where a human is a creator, we want to avoid having too much influence on technology. On the other hand, inspiration is still important; we developed a virtual conductor that can generate an emotionally associated interpretation of known music work. This was done by surveying a set number of people to determine, which emotions were associated with a specific interpretation and instruments. As a result of machine learning this conductor was then able to achieve his goal. Unlike earlier studies of virtual conductors, which would replace the role of a human conductor, this new one is supposed to be an assisting tool for conductors. As a result, starting on a new interpretation will be easier because it streamlines research time and provides a technical perspective that can inspire new ideas. By using this technology as a supplement to human creativity, we can create richer, more nuanced interpretations of musical works.