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SingIt! Singer Voice Transformation

7 May 2024
Amit Eliav
Aaron Taub
Renana Opochinsky
Sharon Gannot
ArXiv (abs)PDFHTML
Abstract

In this paper, we propose a model which can generate a singing voice from normal speech utterance by harnessing zero-shot, many-to-many style transfer learning. Our goal is to give anyone the opportunity to sing any song in a timely manner. We present a system comprising several available blocks, as well as a modified auto-encoder, and show how this highly-complex challenge can be achieved by tailoring rather simple solutions together. We demonstrate the applicability of the proposed system using a group of 25 non-expert listeners. Samples of the data generated from our model are provided.

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