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Karatuner: Towards end to end natural pitch correction for singing voice in karaoke
An automatic pitch correction system typically includes several stages, such as pitch
extraction, deviation estimation, pitch shift processing, and cross-fade smoothing. However …
extraction, deviation estimation, pitch shift processing, and cross-fade smoothing. However …
Transposition of Simple Waveforms from Raw Audio with Deep Learning
A system that is able to automatically transpose an audio recording would have many
potential applications, from music production to hearing aid design. We present a deep …
potential applications, from music production to hearing aid design. We present a deep …
Deep Autotuner: A data-driven approach to natural-sounding pitch correction for singing voice in karaoke performances
We describe a machine-learning approach to pitch correcting a solo singing performance in
a karaoke setting, where the solo voice and accompaniment are on separate tracks. The …
a karaoke setting, where the solo voice and accompaniment are on separate tracks. The …