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Dept. of Medical Physics and Acoustics - Signal Processing 
D-26111 Oldenburg 
Germany 

Tel: +49-441-798 5470 
Fax: +49-441-798 3902 
E-mail: simoa66on.ds7gmdoclo(atf1s)uol.de (simonmtdp.doclo@uol.de3ss7/) 

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Ali Aroudi

 

Contact:

Ali Aroudi
Dept. of Medical Physics and Acoustics - Signal Processing Group
University of Oldenburg
D-26111 Oldenburg
Germany

E-mail: ali.aroudi@uolvz2.de
Tel: +49-441-798 3312
Fax: +49-441-798 3902
Office: W30 2-212

 
 

Biography

Ali Aroudi was with the Speech Processing Group at university of Sharif, Tehran, Iran, from 2010 to 2013. He received his master degree in Electrical Engineering in 2012. He was with the Speech Processing Group at Ozyegin university, Istanbul, Turkey, as a research assistant from 2013 to 2014. Since 2014 he is a Ph.D. candidate in the Signal Processing Group at the University of Oldenburg. 

Research Interests

  • Machine learning and signal processing
  • Brain-computer interface
  • Single and multichannel speech enhancement

Journal papers

  1. A. Aroudi, S. Doclo, Cognitive-driven binaural beamforming using EEG-based auditory attention decodingIEEE/ACM Trans. Audio, Speech and Language Processing, in press.
  2. A. Aroudi, B. Mirkovic, M. De Vos, S. Doclo, Impact of Different Acoustic Components on EEG-based Auditory Attention Decoding in Noisy and Reverberant ConditionsIEEE Trans. Neural Systems and Rehabilitation Engineering, vol. 27, no. 4, pp. 652-663, Apr. 2019.
  3. A. Aroudi, H. Veisi, and H. Sameti, Hidden Markov model-based speech enhancement using multivariate Laplace and Gaussian distributionsIET Signal Processing, vol. 9, no. 2, pp. 177–185, 2015.
  4. A. Aroudi, H. Veisi, H. Sameti, and Z. Mafakheri, Speech signal modeling using multivariate distributionsEURASIP Journal on Audio, Speech, and Music Processing, vol. 2015, no. 1, p. 35, 2015.

Conference papers

  1. A. Aroudi, T. de Taillez, S. Doclo, Improving auditory attention decoding performance of linear and non-linear methods using state-space model, in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain, May 2020.
  2. A. Aroudi, S. Doclo, Cognitive-driven binaural LCMV beamformer using EEG-based auditory attention decoding, in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK, May 2019, pp. 406-410.
  3. A. Aroudi, D. Marquardt, S. Doclo, EEG-based auditory attention decoding using steerable binaural superdirective beamformer, in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, Apr. 2018.
  4. A. Aroudi and S. Doclo, EEG-based Auditory Attention Decoding: Impact of Reverberation, Noise and Interference Reduction, in Proc. IEEE International Workshop on Brain-Machine Interface Systems, Banff, Canada, Oct. 2017.
  5. A. Aroudi and S. Doclo, EEG-based auditory attention decoding using unprocessed binaural signals in reverberant and noisy conditions, in Proc. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju, South Korea, 2017.
  6. A. Aroudi, B. Mirkovic, M. De Vos, and S. Doclo, Auditory attention decoding with EEG recordings using noisy acoustic reference signals, in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, Mar. 2016, pp. 694–698.
  7. A. Aroudi, B. Mirkovic, M. De Vos, and S. Doclo, Influence of noisy reference signals on selective attention decoding, in Proc. Int. Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, 2015.
  8. A. Aroudi, H. Veisi, and H. Sameti, Speech enhancement based on hidden Markov model with discrete cosine transform coefficients using Laplace and Gaussian distributions, in Proc. IEEE International Conference on Information Science, Signal Processing and their Applications (ISSPA), 2012 11th International Conference on. IEEE, 2012, pp. 304–309.

Teaching

  • Tutor for "Advanced Topics Speech and Audio Processing"
  • Tutor for "Digital Signal Processing"
  • Supervising tutor for "Basic Physics Laboratory"
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