# Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks

arXiv: https://arxiv.org/abs/1807.02254 · HTML: https://mlsanity.com/paper/1807.02254/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 6 Jul 2018.

## Built on by (most cited first, 2 of 2)

- [A Review of Intelligent Music Generation Systems](https://mlsanity.com/paper/2211.09124/) (2022)
- [Leveraging Symmetrical Convolutional Transformer Networks for Speech to Singing Voice Style Transfer](https://mlsanity.com/paper/2208.12410/) (2022)

## Abstract (arXiv)

Can we make a famous rap singer like Eminem sing whatever our favorite song? Singing style transfer attempts to make this possible, by replacing the vocal of a song from the source singer to the target singer. This paper presents a method that learns from unpaired data for singing style transfer using generative adversarial networks.