Recent developments in speech enhancement in the short-time Fourier transform domain

M Parchami, WP Zhu, B Champagne… - IEEE Circuits and …, 2016 - ieeexplore.ieee.org
In this paper, we present an overview on the topic of noise reduction in the short-time Fourier
transform (STFT) domain. First, we briefly review the conventional literature in the single-and …

ADL-MVDR: All deep learning MVDR beamformer for target speech separation

Z Zhang, Y Xu, M Yu, SX Zhang… - ICASSP 2021-2021 …, 2021 - ieeexplore.ieee.org
Speech separation algorithms are often used to separate the target speech from other
interfering sources. However, purely neural network based speech separation systems often …

[图书][B] Theory and applications of spherical microphone array processing

DP Jarrett, EAP Habets, PA Naylor - 2017 - Springer
The topic of spherical microphone array signal processing has been gaining importance
since the publications of Meyer and Elko around 2002, and fuelled by many others since …

MMSE-based blind source extraction in diffuse noise fields using a complex coherence-based a priori SAP estimator

M Taseska, EAP Habets - IWAENC 2012; International …, 2012 - ieeexplore.ieee.org
In many practical situations we can assume that the desired sound is strongly coherent
across the microphone array and it is corrupted by diffuse noise. We propose an algorithm to …

[图书][B] Speech enhancement in the STFT domain

J Benesty, J Chen, EAP Habets - 2011 - books.google.com
This work addresses this problem in the short-time Fourier transform (STFT) domain. We
divide the general problem into five basic categories depending on the number of …

A multichannel MMSE-based framework for speech source separation and noise reduction

M Souden, S Araki, K Kinoshita… - … on Audio, Speech …, 2013 - ieeexplore.ieee.org
We propose a new framework for joint multichannel speech source separation and acoustic
noise reduction. In this framework, we start by formulating the minimum-mean-square error …

Multi-channel multi-frame ADL-MVDR for target speech separation

Z Zhang, Y Xu, M Yu, SX Zhang, L Chen… - … on Audio, Speech …, 2021 - ieeexplore.ieee.org
Many purely neural network based speech separation approaches have been proposed to
improve objective assessment scores, but they often introduce nonlinear distortions that are …

Multi-microphone speech dereverberation and noise reduction using relative early transfer functions

O Schwartz, S Gannot… - IEEE/ACM Transactions on …, 2014 - ieeexplore.ieee.org
In speech communication systems, the microphone signals are degraded by reverberation
and ambient noise. The reverberant speech can be separated into two components, namely …

An informed parametric spatial filter based on instantaneous direction-of-arrival estimates

O Thiergart, M Taseska… - IEEE/ACM Transactions …, 2014 - ieeexplore.ieee.org
Extracting desired source signals in noisy and reverberant environments is required in many
hands-free communication systems. In practical situations, where the position and number of …

Multi-channel speech signal enhancement for robust voice trigger detection and automatic speech recognition

J Wung, JD Atkins, R Pishehvar, M Souden - US Patent 10,403,299, 2019 - Google Patents
A digital speech enhancement system that performs a specific chain of digital signal
processing operations upon multi-channel sound pick up, to result in a single, enhanced …