Search Results for author: Ali Aroudi

Found 3 papers, 0 papers with code

TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation

no code implementations8 Oct 2021 Ali Aroudi, Stefan Uhlich, Marc Ferras Font

We evaluate the network on a realistic and challenging reverberant dataset, generated from measured room impulse responses of an actual microphone array.

DBNET: DOA-driven beamforming network for end-to-end farfield sound source separation

no code implementations22 Oct 2020 Ali Aroudi, Sebastian Braun

Many deep learning techniques are available to perform source separation and reduce background noise.

Improving auditory attention decoding performance of linear and non-linear methods using state-space model

no code implementations2 Apr 2020 Ali Aroudi, Tobias de Taillez, Simon Doclo

In this paper, we investigate a state-space model using correlation coefficients obtained with a small correlation window to improve the decoding performance of the linear and the non-linear AAD methods.

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