A Stochastic Residual-Based Dominant Component Analysis for Speech Enhancement

A Stochastic Residual-Based Dominant Component Analysis for Speech Enhancement

Noise and sparsity often affect speech signals, leading to serious problems in processing and communication. Speech enhancement is required to improve the quality of the speech signals. This paper introduces a new technique that combines a stochastic approach and dominant component analysis, a varia...

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Bibliographic Details
Main Authors: Rabia Sharif, Shazia Javed, Musaed Alhussein, Uzma Bashir, Khursheed Aurangzeb, Bharat Bhushan
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Adaptive PCA
affine projection
noise cancellation
sparsity removal
speech enhancement
Online Access:https://ieeexplore.ieee.org/document/10798414/
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https://ieeexplore.ieee.org/document/10798414/

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