Ali Aroudi

Most-cited papers

Cognitive-Driven Binaural Beamforming Using EEG-Based Auditory Attention Decoding
Ali Aroudi, S. Doclo
2020IEEE/ACM Transactions on Audio Speech and Language Processing43 citations Open access
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Impact of Different Acoustic Components on EEG-based Auditory Attention Decoding in Noisy and Reverberant Conditions
Ali Aroudi, B. Mirkovic, M. de Vos, S. Doclo
2018bioRxiv33 citations Open access
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Auditory attention decoding with EEG recordings using noisy acoustic reference signals
Ali Aroudi, B. Mirkovic, M. de Vos, S. Doclo
2016IEEE International Conference on Acoustics, Speech, and Signal Processing31 citations
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DBnet: Doa-Driven Beamforming Network for end-to-end Reverberant Sound Source Separation
Ali Aroudi, Sebastian Braun
2021IEEE International Conference on Acoustics, Speech, and Signal Processing27 citations
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EEG-Based Auditory Attention Decoding Using Steerable Binaural Superdirective Beamformer
Ali Aroudi, Daniel Marquardt, Simon Daclo
2018IEEE International Conference on Acoustics, Speech, and Signal Processing17 citations
Semantic Scholar
Cognitive-driven Binaural LCMV Beamformer Using EEG-based Auditory Attention Decoding
Ali Aroudi, S. Doclo
2019IEEE International Conference on Acoustics, Speech, and Signal Processing14 citations
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Closed-Loop Cognitive-Driven Gain Control of Competing Sounds Using Auditory Attention Decoding
Ali Aroudi, Eghart Fischer, Maja Serman, H. Puder +1 more
2021Algorithms12 citations Open access
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FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses
Zhongweiyang Xu, Ali Aroudi, Ke Tan, Ashutosh Pandey +3 more
2024Interspeech11 citations Open access
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Improving Auditory Attention Decoding Performance of Linear and Non-Linear Methods using State-Space Model
Ali Aroudi, Tobias de Taillez, S. Doclo
2020IEEE International Conference on Acoustics, Speech, and Signal Processing10 citations Open access
Semantic Scholar
EEG-based auditory attention decoding using unprocessed binaural signals in reverberant and noisy conditions?
Ali Aroudi, S. Doclo
2017Annual International Conference of the IEEE Engineering in Medicine and Biology Society10 citations
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Speech signal modeling using multivariate distributions
Ali Aroudi, H. Veisi, H. Sameti, Z. Mafakheri
2015EURASIP Journal on Audio, Speech, and Music Processing10 citations Open access
Semantic Scholar
Hidden Markov model-based speech enhancement using multivariate Laplace and Gaussian distributions
Ali Aroudi, H. Veisi, H. Sameti
2015IET Signal Processing10 citations Open access
Semantic Scholar
DBNET: DOA-driven beamforming network for end-to-end farfield sound source separation
Ali Aroudi, Sebastian Braun
2020arXiv.org9 citations
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EEG-based auditory attention decoding: Impact of reverberation, noise and interference reduction
Ali Aroudi, S. Doclo
2017IEEE International Conference on Systems, Man and Cybernetics9 citations
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TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation
Ali Aroudi, S. Uhlich, Marc Ferràs Font
20216 citations
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Cognitive-Driven Convolutional Beamforming Using EEG-Based Auditory Attention Decoding
Ali Aroudi, Marc Delcroix, T. Nakatani, K. Kinoshita +2 more
2020International Workshop on Machine Learning for Signal Processing6 citations Open access
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Automatic noise recognition based on neural network using LPC and MFCC feature parameters
R. Haghmaram, Ali Aroudi, Mohammad Hossein Ghezel, H. Veisi
2012Conference on Computer Science and Information Systems5 citations
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Advancing Active Speaker Detection for Egocentric Videos
Jaesung Huh, Juan Azcarreta Ortiz, Anurag Kumar, Ashutosh Pandey +5 more
2025IEEE International Conference on Acoustics, Speech, and Signal Processing4 citations
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Speech enhancement based on hidden Markov model with discrete cosine transform coefficients using Laplace and Gaussian distributions
Ali Aroudi, H. Veisi, H. Sameti
2012International Conference on Information Sciences, Signal Processing and their Applications4 citations
Semantic Scholar
Non-verbal Hands-free Control for Smart Glasses using Teeth Clicks
Payal Mohapatra, Ali Aroudi, Anurag Kumar, Morteza Khaleghimeybodi
2024arXiv.org3 citations
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Controlling the Parameterized Multi-channel Wiener Filter using a tiny neural network
Eric Grinstein, Ashutosh Pandey, C. Li, S. Srinivas +5 more
2025IEEE Workshop on Applications of Signal Processing to Audio and Acoustics2 citations Open access
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Reexamining the Efficacy of MetricGAN for Speech Enhancement
Hai-Bin Wu, Ali Aroudi, Bu-Ye Xu, Ashutosh Pandey +4 more
2025IEEE International Conference on Acoustics, Speech, and Signal Processing1 citations
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Towards Localizing Conversation Partners using Head Motion
Payal Mohapatra, Calvin Murdock, Ali Aroudi, I. Ananthabhotla +3 more
2026arXiv.org0 citations
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Microphone Occlusion Mitigation for Own-Voice Enhancement in Head-Worn Microphone Arrays Using Switching-Adaptive Beamforming
Wiebke Middelberg, Jung-Suk Lee, S. Sereshki, Ali Aroudi +2 more
2025IEEE Workshop on Applications of Signal Processing to Audio and Acoustics0 citations Open access
Semantic Scholar
TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation
Ali Aroudi, S. Uhlich, Marc Ferras
2022Interspeech0 citations Open access
Semantic Scholar
Speech signal modeling using multivariate distributions
Ali Aroudi, H. Veisi, H. Sameti, Z. Mafakheri
2015EURASIP Journal on Audio, Speech, and Music Processing0 citations Open access
Semantic Scholar