Computational Auditory Scene Analysis algorithms for improving speech commu-nication in complex acoustic environments (B02)

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The long-term goal of this project is to achieve a breakthrough in the theoretical foundation and realization of auditory-inspired algorithms for analysing and processing speech in complex acoustic conditions, in order to fundamentally improve speech communication in these conditions for people with hearing difficul-ties. Main research questions are to determine the most promising auditory-inspired and technical pro-cessing principles, to identify the possibilities of exploiting machine learning techniques, to optimally inte-grate the different processing principles and to realize demonstrators that optimally support specific appli-cations such as hearing aids, cochlear implants and assistive listening devices.