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Updated paper abstract(Camera-ready version) (#2)
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sweetcocoa authored Apr 11, 2023
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Expand Up @@ -18,19 +18,19 @@ The Pop2Piano model was proposed in [Pop2Piano : Pop Audio-based Piano Cover Gen

The abstract from the paper is the following:

*The piano cover of pop music is widely enjoyed by people. How-ever,
the generation task of the pop piano cover is still understudied.
This is partly due to the lack of synchronized {Pop, Piano
Cover} data pairs, which made it challenging to apply the latest
data-intensive deep learning-based methods. To leverage the power
of the data-driven approach, we make a large amount of paired and
synchronized {Pop, Piano Cover} data using an automated
pipeline. In this paper, we present Pop2Piano, a Transformer net-
work that generates piano covers given waveforms of pop music. To
the best of our knowledge, this is the first model to directly generate
a piano cover from pop audio without melody and chord extraction
modules. We show that Pop2Piano trained with our dataset can
generate plausible piano covers.*
*Piano covers of pop music are enjoyed by many people. However, the
task of automatically generating piano covers of pop music is still
understudied. This is partly due to the lack of synchronized
{Pop, Piano Cover} data pairs, which made it challenging to apply
the latest data-intensive deep learning-based methods. To leverage
the power of the data-driven approach, we make a large amount of
paired and synchronized {Pop, Piano Cover} data using an automated
pipeline. In this paper, we present Pop2Piano, a Transformer network
that generates piano covers given waveforms of pop music. To the best
of our knowledge, this is the first model to generate a piano cover
directly from pop audio without using melody and chord extraction
modules. We show that Pop2Piano, trained with our dataset, is capable
of producing plausible piano covers.*


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