An MMSE graph spectral magnitude estimator for speech signals residing on an undirected multiple graph

An MMSE graph spectral magnitude estimator for speech signals residing on an undirected multiple graph

Abstract The paper uses the K-graphs learning method to construct weighted, connected, undirected multiple graphs, aiming to reveal intrinsic relationships of speech samples in the inter-frame and intra-frame. To benefit from the learned multiple graphs’ property and enhance interpretability, we stu...

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Bibliographic Details
Main Authors: Tingting Wang, Haiyan Guo, Zirui Ge, Qiquan Zhang, Zhen Yang
Format: Article
Language:English
Published: SpringerOpen 2023-02-01
Series:EURASIP Journal on Audio, Speech, and Music Processing
Subjects:
Graph signal processing
K-graphs learning
Graph representation
MMSE
Speech enhancement
Online Access:https://doi.org/10.1186/s13636-023-00272-z

Internet

https://doi.org/10.1186/s13636-023-00272-z

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