Exploiting Nonnegative Matrix Factorization with Mixed Group Sparsity Constraint to Separate Speech Signal from Single-channel Mixture with Unknown Ambient Noise

Duong, Thanh Thi Hien and Nguyen, Phuong Cong and Nguyen, Cuong Quoc (2018) Exploiting Nonnegative Matrix Factorization with Mixed Group Sparsity Constraint to Separate Speech Signal from Single-channel Mixture with Unknown Ambient Noise. EAI Endorsed Transactions on Context-aware Systems and Applications.

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Abstract

This paper focuses on solving a challenging speech enhancement problem: improving the desired speech from a single-channel audio signal containing high-level unspecified noise (possibly environmental noise, music, other sounds, etc.). Using source separation technique, we investigate a solution comb

Item Type: Article
Date Deposited: 04 Mar 2026 11:15
Last Modified: 12 Apr 2026 07:39
URI: http://eprints.eai.eu/id/eprint/17913

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