KaraTuner: Towards end to end natural pitch correction for singing voice in karaoke

Xiaobin Zhuang, Huiran Yu, Weifeng Zhao +2

An automatic pitch correction system typically includes several stages, such as pitch extraction, deviation estimation, pitch shift processing, and cross-fade smoothing. However, d…