Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation

The main types of synthesizers include: additive/subtractive synthesizers, which Synthesizer is a type of electronic musical instrument construct waveforms by adding simple waves to silence or that is now widely used in modern music production filtering out simple waves from white noises; FM synthesizers, and sound design. Each parameter configuration which use cascaded oscillators whose parameters are of a synthesizer produces a unique timbre and controlled by predecessors to obtain complex waveforms at can be viewed as a unique instrument. The problem the output; wavetable-based synthesizers, which manipulate of estimating a set of parameters configuration that a short sample (i.e.: a wavetable) or combine multiple samples best restore a sound timbre is an important yet complicated to create complex sounds; and analog synthesizers, which problem, i.e.: the synthesizer parameters simulate physical circuits or devices to generate sounds.