MelNet: A Generative Model for Audio in the Frequency Domain

4 Jun 2019Sean VasquezMike Lewis

Capturing high-level structure in audio waveforms is challenging because a single second of audio spans tens of thousands of timesteps. While long-range dependencies are difficult to model directly in the time domain, we show that they can be more tractably modelled in two-dimensional time-frequency representations such as spectrograms... (read more)

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