135 citations · 192 across the 8 of their papers we have counts for
4 papers · 1 filter
Robust Binaural Localization of a Target Sound Source by Combining Spectral Source Models and Deep Neural Networks
Ning Ma, Jose A. Gonzalez, Guy J. Brown
Despite there being clear evidence for top-down (e.g., attentional) effects in biological spatial hearing, relatively few machine hearing systems exploit top-down model-based knowl…
Exploiting Deep Neural Networks and Head Movements for Robust Binaural Localisation of Multiple Sources in Reverberant Environments
Ning Ma, Tobias May, Guy J. Brown
This paper presents a novel machine-hearing system that exploits deep neural networks (DNNs) and head movements for robust binaural localisation of multiple sources in reverberant…
Deep Learning Features for Robust Detection of Acoustic Events in Sleep-Disordered Breathing
Hector E. Romero, Ning Ma, Guy J. Brown +2
Sleep-disordered breathing (SDB) is a serious and prevalent condition, and acoustic analysis via consumer devices (e.g. smartphones) offers a low-cost solution to screening for it.…
End-to-end Binaural Sound Localisation from the Raw Waveform
Paolo Vecchiotti, Ning Ma, Stefano Squartini +1
A novel end-to-end binaural sound localisation approach is proposed which estimates the azimuth of a sound source directly from the waveform. Instead of employing hand-crafted feat…