ddsp vocoder
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: Because the heavy lifting of audio generation is handled by simple DSP math rather than dense neural layers, DDSP vocoders can be hundreds of times faster than traditional neural counterparts. For example, some implementations achieve a Real-Time Factor (RTF) of 0.003 on a standard CPU. Low Latency

Electronic musicians struggle with static sounds. With DDSP, you can record a vocal line, then use their MIDI controller to "re-synthesize" that vocal at a different pitch while keeping the natural vibrato and breathiness intact. You can turn a scream into a bassline.