Neural Audio Synthesis of Musical Notes with WaveNet autoencoders

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Introduction

Contributions

Models

WaveNet Autoencoder

Mu-law encoding:


Baseline: Spectral Autoencoder

Training

The NSynth Dataset

Evaluation

Reconstruction

left

Interpolation in Timbre and Dynamics

Entanglement of Pitch and Timbre

Future Directions

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