The following are the sound examples of paper: TransPlayer: Timbre Style Transfer with Flexible Timbre Control.
The sample rate is 16000 hz.
Here are examples of one-to-one transfer comparing to the baseline GAN model
We trained the baseline GAN model on guitar and piano data, and trained TransPlayer on all intruments’ data.
This experiment is meant to show that TransPlayer can produce one-to-one transfer results comparable to the baseline, while TransPlayer can apply to more flexible choices of transferring pairs.
— | Piano to Guitar | Guitar to Piano |
---|---|---|
Source | ||
Baseline | ||
TransPlayer |
We show some generated results when we change the source and target instrument in a flexible manner. The source music of every intrument is randomly selected from validation set.
Flute -> Organ
Flute -> Trumpet
Flute -> Flute (reconstruction)
Electric Piano -> Piano
Electric Piano -> Organ
Electric Piano -> Electric Piano (reconstruction)
Trumpet -> Electric Piano
Trumpet -> Flute
Trumpet -> Organ
Trumpet -> Viola
Trumpet -> Trumpet (recontruction)
Piano -> Organ
Piano -> Electric Piano
Piano -> Piano (reconstruction)