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Enhanced Acoustic Howling Suppression via Hybrid Kalman Filter and Deep Learning Models
This paper presents a comprehensive study addressing the challenging problem of acoustic
howling suppression (AHS) through the fusion of Kalman filter and deep learning …
howling suppression (AHS) through the fusion of Kalman filter and deep learning …
Advancing acoustic howling suppression through recursive training of neural networks
In this paper, we introduce a novel training framework designed to comprehensively address
the acoustic howling issue by examining its fundamental formation process. This framework …
the acoustic howling issue by examining its fundamental formation process. This framework …
Neural network augmented kalman filter for robust acoustic howling suppression
Acoustic howling suppression (AHS) is a critical challenge in audio communication systems.
In this paper, we propose a novel approach that leverages the power of neural networks …
In this paper, we propose a novel approach that leverages the power of neural networks …
Deep learning for joint acoustic echo and acoustic howling suppression in hybrid meetings
Hybrid meetings have become increasingly necessary during the post-COVID period and
also brought new challenges for solving audio-related problems. In particular, the interplay …
also brought new challenges for solving audio-related problems. In particular, the interplay …
[PDF][PDF] Modified Gain Toggling Approach to Controlling Acoustic Howling
The computational complexity requirement of an acoustic howling controller is a key factor
determining its implementability, especially on resource-constrained hardware platform. This …
determining its implementability, especially on resource-constrained hardware platform. This …