[PDF][PDF] Deep Learning for Joint Acoustic Echo and Noise Cancellation with Nonlinear Distortions.

H Zhang, K Tan, DL Wang - Interspeech, 2019 - haozhang6720.github.io
We formulate acoustic echo and noise cancellation jointly as deep learning based speech
separation, where near-end speech is separated from a single microphone recording and …

Neural cascade architecture for multi-channel acoustic echo suppression

H Zhang, DL Wang - IEEE/ACM Transactions on Audio, Speech …, 2022 - ieeexplore.ieee.org
Traditional acoustic echo cancellation (AEC) works by identifying an acoustic impulse
response using adaptive algorithms. This paper proposes a neural cascade architecture for …

Distributed combined acoustic echo cancellation and noise reduction in wireless acoustic sensor and actuator networks

S Ruiz, T van Waterschoot… - IEEE/ACM Transactions …, 2022 - ieeexplore.ieee.org
The paper presents distributed algorithms for combined acoustic echo cancellation (AEC)
and noise reduction (NR) in a wireless acoustic sensor and actuator network (WASAN) …

Joint NN-supported multichannel reduction of acoustic echo, reverberation and noise

G Carbajal, R Serizel, E Vincent… - IEEE/ACM Transactions …, 2020 - ieeexplore.ieee.org
We consider the problem of simultaneous reduction of acoustic echo, reverberation and
noise. In real scenarios, these distortion sources may occur simultaneously and reducing …

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 …

[PDF][PDF] Transfer Learning for Speech Intelligibility Improvement in Noisy Environments.

R Biswas, K Nathwani, V Abrol - Interspeech, 2021 - academia.edu
Abstract In a recent work [1], a novel Delta Function-based Formant Shifting approach was
proposed for speech intelligibility improvement. The underlying principle is to dynamically …

Intelligibility improvement using kalman filtering & EM approach in formant shifting framework

K Nathwani - 2019 IEEE International Symposium on Signal …, 2019 - ieeexplore.ieee.org
A formant shifting (FS) based speech intelligibility improvement approach [1] performs
modifications on clean vocal sound messages. However in real time conditions, clean …

Time-Variance Aware Real-Time Speech Enhancement

C Zheng, Y Zhou, X Peng, Y Zhang, Y Lu - arxiv preprint arxiv:2302.13063, 2023 - arxiv.org
Time-variant factors often occur in real-world full-duplex communication applications. Some
of them are caused by the complex environment such as non-stationary environmental …

[PDF][PDF] Residual Echo and Noise Cancellation with Feature Attention Module and Multi-Domain Loss Function.

J Gu, L Cheng, X Sun, J Li, Y Yan - Interspeech, 2021 - isca-archive.org
For real-time acoustic echo cancellation in noisy environments, the classical linear adaptive
filters (LAFs) can only remove the linear components of acoustic echo. To further attenuate …

Adaptive Interference Cancellation Scheme for OFDM-based ISAC System

Z Cong, L Wu, Z Zhang - 2024 5th Information Communication …, 2024 - ieeexplore.ieee.org
Interference cancellation between the echo of the sensing signal and the communication
signal is an challenging issue in integrated sensing and communication (ISAC) systems …