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ExcitNet Vocoder: A Neural Excitation Model for Parametric Speech Synthesis Systems

ExcitNet Vocoder: A Neural Excitation Model for Parametric Speech Synthesis Systems

This paper proposes a WaveNet-based neural excitation model (ExcitNet) for statistical parametric speech synthesis systems. Conventional WaveNet-based neural vocoding systems significantly improve the perceptual quality of synthesized speech by statistically generating a time sequence of speech waveforms through an auto-regressive framework. However, they often suffer from noisy outputs because of …