FastMVAE: A Fast Optimization Algorithm for the Multichannel Variational Autoencoder Method

This paper proposes a fast optimization algorithm for the multichannel variational autoencoder (MVAE) method, a recently proposed powerful multichannel source separation technique. The MVAE method can achieve good source separation performance thanks to a convergence-guaranteed optimization algorith...

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Bibliographic Details
Main Authors: Li Li, Hirokazu Kameoka, Shota Inoue, Shoji Makino
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9298772/