2 citations · 2 across the 3 of their papers we have counts for
4 papers · 1 filter
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…
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…
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…
High-Resolution Speaker Counting In Reverberant Rooms Using CRNN With Ambisonics Features
Pierre-Amaury Grumiaux, Srdjan 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…