A conditional GAN is used to synthesize speech waveforms from compressed glottal excitation, refined by LPC parameters, yielding higher quality reconstructions than traditional methods on a 30-speaker dataset.
This is en- hanced by the cross synthesis step in order to obtain a natural reconstruction, as illustrated in Figure 3
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Analysis by Adversarial Synthesis -- A Novel Approach for Speech Vocoding
A conditional GAN is used to synthesize speech waveforms from compressed glottal excitation, refined by LPC parameters, yielding higher quality reconstructions than traditional methods on a 30-speaker dataset.