Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation. (arXiv:2205.03043v1 [cs.SD])

Web: http://arxiv.org/abs/2205.03043

Synthesizer is a type of electronic musical instrument that is now widely
used in modern music production and sound design. Each parameters configuration
of a synthesizer produces a unique timbre and can be viewed as a unique
instrument. The problem of estimating a set of parameters configuration that
best restore a sound timbre is an important yet complicated problem, i.e.: the
synthesizer parameters estimation problem. We proposed a multi-modal
deep-learning-based pipeline Sound2Synth, together with a network structure
Prime-Dilated Convolution (PDC) …

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