From the 1 of 14 linked papers with an AI index.
14 papers
A Study on Online Mask-based Beamforming Using Per-channel Masking for Spatially Distributed Microphones
Wiebke Middelberg, Svantje Voit, Svantje Void +2
The paper introduces an online, frame‑causal beamforming method that applies a separate mask to each microphone in spatially distributed arrays, improving speech enhancement perfor…
In-the-Loop Training of Deep Feedback Cancellation for Hearing Aids
Svantje Voit, Simon Doclo
Acoustic feedback limits the maximum gain in hearing aids. In addition to several approaches based on adaptive filtering, recently a deep-neural-network-based feedback cancellation…
Flexible Multi-Channel Target Speaker Extraction Using Geometry-Conditioned Spatially Selective Non-linear Filters
Jiatong Li, Wiebke Middelberg, Simon Doclo
Recently, a spatially selective non-linear filter (SSF) has been proposed for target speaker extraction, using the target direction-of-arrival (DOA) as a spatial cue. Since learned…
Robust Soft-Constrained Spatially Selective Active Noise Control for Hearables Under Secondary Path Variations
Tong Xiao, Reinhild Roden, Matthias Blau +1
Spatially selective active noise control (SSANC) hearables aim to attenuate noise from certain directions at the eardrum while preserving desired speech arriving from selected dire…
Distributed Multichannel Wiener Filtering for Wireless Acoustic Sensor Networks
Paul Didier, Toon van Waterschoot, Simon Doclo +4
[This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible.] In a wireles…
I-DCCRN-VAE: An Improved Deep Representation Learning Framework for Complex VAE-based Single-channel Speech Enhancement
Jiatong Li, Simon Doclo
Recently, a complex variational autoencoder (VAE)-based single-channel speech enhancement system based on the DCCRN architecture has been proposed. In this system, a noise suppress…