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A consolidated perspective on multimicrophone speech enhancement and source separation
Speech enhancement and separation are core problems in audio signal processing, with
commercial applications in devices as diverse as mobile phones, conference call systems …
commercial applications in devices as diverse as mobile phones, conference call systems …
The LOCATA challenge: Acoustic source localization and tracking
The ability to localize and track acoustic events is a fundamental prerequisite for equip**
machines with the ability to be aware of and engage with humans in their surrounding …
machines with the ability to be aware of and engage with humans in their surrounding …
Creating speech zones with self-distributing acoustic swarms
Imagine being in a crowded room with a cacophony of speakers and having the ability to
focus on or remove speech from a specific 2D region. This would require understanding and …
focus on or remove speech from a specific 2D region. This would require understanding and …
Array geometry optimization for region-of-interest broadband beamforming
Optimization of a microphone array geometry has an important impact on the beamforming
performance. Though the environment settings may change in time, microphone locations …
performance. Though the environment settings may change in time, microphone locations …
An iterative multichannel subspace-based covariance subtraction method for relative transfer function estimation
Multichannel speech enhancement systems are capable of extracting desired signals from
noisy microphone signals. Optimal spatial filters used for source extraction often require …
noisy microphone signals. Optimal spatial filters used for source extraction often require …
Blind source separation of moving sources using sparsity-based source detection and tracking
Sparsity-based blind source separation (BSS) algorithms in the short time-frequency (TF)
domain have received a lot of attention due to their versatility and noise reduction …
domain have received a lot of attention due to their versatility and noise reduction …
Passive online geometry calibration of acoustic sensor networks
As we are surrounded by an increased number of mobile devices equipped with wireless
links and multiple microphones, eg, smartphones, tablets, laptops, and hearing aids, using …
links and multiple microphones, eg, smartphones, tablets, laptops, and hearing aids, using …
Relative transfer function estimation exploiting spatially separated microphones in a diffuse noise field
N Gößling, S Doclo - 2018 16th International Workshop on …, 2018 - ieeexplore.ieee.org
Many multi-microphone speech enhancement algorithms require the relative transfer
function (RTF) vector of the desired speech source, relating the acoustic transfer functions of …
function (RTF) vector of the desired speech source, relating the acoustic transfer functions of …
Two model-based EM algorithms for blind source separation in noisy environments
B Schwartz, S Gannot… - IEEE/ACM Transactions on …, 2017 - ieeexplore.ieee.org
The problem of blind separation of speech signals in the presence of noise using multiple
microphones is addressed. Blind estimation of the acoustic parameters and the individual …
microphones is addressed. Blind estimation of the acoustic parameters and the individual …
Multiple DOA estimation and blind source separation using estimation-maximization
Y Dorfan, O Schwartz, B Schwartz… - … Conference on the …, 2016 - ieeexplore.ieee.org
A blind source separation technique in noisy environment is proposed based on spectral
masking and minimum variance distortionless response (MVDR) beamformer (BF) …
masking and minimum variance distortionless response (MVDR) beamformer (BF) …