Hyperbolic Timbre Embedding for Musical Instrument Sound Synthesis Based on Variational Autoencoders

no code implementations • 27 Sep 2022 • Futa Nakashima, Tomohiko Nakamura, Norihiro Takamune, Satoru Fukayama, Hiroshi Saruwatari

In this paper, we propose a musical instrument sound synthesis (MISS) method based on a variational autoencoder (VAE) that has a hierarchy-inducing latent space for timbre.

Phase reconstruction from amplitude spectrograms based on von-Mises-distribution deep neural network

2 code implementations • 10 Jul 2018 • Shinnosuke Takamichi, Yuki Saito, Norihiro Takamune, Daichi Kitamura, Hiroshi Saruwatari

This paper presents a deep neural network (DNN)-based phase reconstruction from amplitude spectrograms.

Sound Audio and Speech Processing