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Project
Robust speech capture and enhancement using ad hoc distributed microphone arrays by integrating and embedding domain-specific signal models within deep-learning frameworks
Information
Project Team
Outputs and Outcomes
Publications
Margin-mixup : a method for robust speaker verification in multi-speaker audio
Jenthe Thienpondt
Nilesh Madhu
Kris Demuynck
C1
Conference
2023
Exploiting speaker embeddings for improved microphone clustering and speech separation in ad-hoc microphone arrays
Stijn Kindt
Jenthe Thienpondt
Nilesh Madhu
C1
Conference
2023
Improved separation of closely-spaced speakers by exploiting auxiliary direction of arrival information within a U-net architecture
Stijn Kindt
Alexander Bohlender
Nilesh Madhu
P1
Conference
2022
Drone ego-noise cancellation for improved speech capture using deep convolutional autoencoder assisted multistage beamforming
Yanjue Song
Stijn Kindt
Nilesh Madhu
P1
Conference
2022
DOA-guided source separation with direction-based initialization and time annotations using complex angular central Gaussian mixture models
Alexander Bohlender
Lucas Van Severen
Jonathan Sterckx
Nilesh Madhu
A1
Journal Article
in
EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING
2022
2D acoustic source localisation using decentralised deep neural networks on distributed microphone arrays
Stijn Kindt
Alexander Bohlender
Nilesh Madhu
C1
Conference
2021
Neural networks using full-band and subband spatial features for mask based source separation
Alexander Bohlender
Ann Spriet
Wouter Tirry
Nilesh Madhu
P1
Conference
2021