Research Explorer

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Project

Enabling Effortless Communication Under Adverse Conditions by Exploitation of Direction-of-Arrival Estimates and Other A-Priori Knowledge in Joint Acoustic Source Separation and Dereverberation

Outputs and Outcomes

Publications

Weakly DOA guided speaker separation with random look directions and iteratively refined target and interference priors

Alexander BohlenderAnn SprietWouter TirryNilesh Madhu

Insights into magnitude and phase estimation by masking and mapping in DNN-based multichannel speaker separation

Alexander BohlenderAnn SprietWouter TirryNilesh Madhu

Spatially selective speaker separation using a DNN with a location dependent feature extraction

Alexander BohlenderAnn SprietWouter TirryNilesh Madhu

A1 Journal Article in IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

CRNN-based multi-DOA estimator : comparing classification and regression

Pieter CooremanAlexander BohlenderNilesh Madhu

Improved deep speaker localization and tracking : revised training paradigm and controlled latency

Alexander BohlenderLiesbeth RoelensNilesh Madhu

Improved separation of closely-spaced speakers by exploiting auxiliary direction of arrival information within a U-net architecture

Stijn KindtAlexander BohlenderNilesh Madhu

DOA-guided source separation with direction-based initialization and time annotations using complex angular central Gaussian mixture models

Alexander BohlenderLucas Van SeverenJonathan SterckxNilesh Madhu

A1 Journal Article in EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING

2D acoustic source localisation using decentralised deep neural networks on distributed microphone arrays

Stijn KindtAlexander BohlenderNilesh Madhu

Neural networks using full-band and subband spatial features for mask based source separation

Alexander BohlenderAnn SprietWouter TirryNilesh Madhu