DeepVQE: Real time deep voice quality enhancement for joint acoustic echo cancellation, noise suppression and dereverberation

E Indenbom, NC Ristea, A Saabas, T Parnamaa… - arxiv preprint arxiv …, 2023 - arxiv.org
Acoustic echo cancellation (AEC), noise suppression (NS) and dereverberation (DR) are an
integral part of modern full-duplex communication systems. As the demand for …

Dual-Branch Guidance Encoder for Robust Acoustic Echo Suppression

H Han, X Peng, D Kim, Y Lu… - IEEE/ACM Transactions …, 2024 - ieeexplore.ieee.org
For efficient real-time speech communication, it is crucial to design a robust acoustic echo
cancellation (AEC) system that can effectively mitigate echo signals, which degrade speech …

Real-time speech enhancement with dynamic attention span

C Zheng, Y Zhou, X Peng, Y Zhang… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
For real-time speech enhancement (SE) including noise suppression, dereverberation and
acoustic echo cancellation, the time-variance of the audio signals becomes a severe …

Performance Analysis of Hammerstein Block-Oriented Functional Link Adaptive Filters

P Ganjimala, VC Gogineni… - IEEE Signal Processing …, 2024 - ieeexplore.ieee.org
Nonlinear adaptive filters (NAFs) exhibit superior modeling capabilities compared to
conventional linear adaptive filters, especially in practical applications involving nonlinear …

[PDF][PDF] A Two-stage Progressive Neural Network for Acoustic Echo Cancellation

Z Chen, X **a, C Chen, X Wang, Y Leng… - Proceedings of the …, 2023 - researchgate.net
Recent studies in deep learning based acoustic echo cancellation proves the benefits of
introducing a linear echo cancellation module. However, the convergence problem and …