activity
20132023
most citedUnifying local and non-local signal processing with graph CNNs

15 citations · 40 across the 14 of their papers we have counts for

collaborators

17 papers

eess.AS2023★ 3 cited

Blind identification of Ambisonic reduced room impulse response

Srđan Kitić, Jérôme Daniel

Recently proposed Generalized Time-domain Velocity Vector (GTVV) is a generalization of relative room impulse response in spherical harmonic (aka Ambisonic) domain that allows for…

eess.AS2022

Echo-enabled Direction-of-Arrival and range estimation of a mobile source in Ambisonic domain

Jérôme Daniel, Srđan Kitić

Range estimation of a far field sound source in a reverberant environment is known to be a notoriously difficult problem, hence most localization methods are only capable of estima…

eess.AS2021

Generalized Time Domain Velocity Vector

Srđan Kitić, Jérôme Daniel

We introduce and analyze Generalized Time Domain Velocity Vector (GTVV), an extension of the previously presented acoustic multipath footprint extracted from the Ambisonic recordin…

cs.SD2021

SALADnet: Self-Attentive multisource Localization in the Ambisonics Domain

Pierre-Amaury Grumiaux, Srdan Kitic, Prerak Srivastava +2

In this work, we propose a novel self-attention based neural network for robust multi-speaker localization from Ambisonics recordings. Starting from a state-of-the-art convolutiona…

cs.SD2021

Improved feature extraction for CRNN-based multiple sound source localization

Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin +1

In this work, we propose to extend a state-of-the-art multi-source localization system based on a convolutional recurrent neural network and Ambisonics signals. We significantly im…

cs.SD2021★ 2 cited

Multichannel CRNN for Speaker Counting: an Analysis of Performance

Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin +1

Speaker counting is the task of estimating the number of people that are simultaneously speaking in an audio recording. For several audio processing tasks such as speaker diarizati…