Spatially constrained vs. unconstrained filtering in neural spatiospectral filters for multichannel speech enhancement

A Briegleb, W Kellermann - arxiv preprint arxiv:2406.11376, 2024 - arxiv.org
When using artificial neural networks for multichannel speech enhancement, filtering is often
achieved by estimating a complex-valued mask that is applied to all or one reference …

End-to-End Deep Learning-Based Adaptation Control for Linear Acoustic Echo Cancellation

T Haubner, A Brendel… - IEEE/ACM Transactions …, 2023 - ieeexplore.ieee.org
The attenuation of acoustic loudspeaker echoes remains to be one of the open challenges
to achieve pleasant full-duplex hands free speech communication. In many modern signal …

Non-linear Spatial Filtering for Multi-channel Speech Enhancement and Separation

K Tesch - 2023 - ediss.sub.uni-hamburg.de
A large part of human speech communication takes place in noisy environments and is
supported by technical devices. For example, a hearing-impaired person might use a …