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Manual operation of hearing assistive devices is cumbersome in various
situations. With advances in machine learning and speech technology, voice
interfaces due to their convenience will be widely deployed for hearing
assistive devices and they can be personalized and offer richer
functionalities. Hearing assistive devices are characterized by strict
memory and computational complexity constraints and the fact that they are
expected to operate flawlessly, even in acoustically challenging situations.
This PhD project aims to develop personalized, noise-robust and low-
resource voice control systems for hearing assistive devices, using
microphone signals and other modalities.
The project will be conducted at the newly founded Centre for Acoustic
Signal Processing Research (CASPR, http://caspr.es.aau.dk/ ) of the Section for Signal and Information Processing, Department of Electronic Systems, Aalborg University. The Centre focuses on conducting research and education in scientific disciplines supporting future statistical signal processing concepts for hearing assistive devices.
The successful applicant must have a Master degree in machine learning,
statistical signal processing, speech processing or acoustic signal
processing, and have extensive knowledge in one or more of these disciplines
. Excellent undergraduate and master degree grades are desired. A high level
of written and spoken English is also expected.
You may obtain further information from Professor Zheng-Hua Tan (phone: +45
9940 8686, email: [email protected] ) or Professor Jesper Jensen (phone: +45 9940
8630, email: [email protected] ), Department of Electronic Systems, concerning
the scientific aspects of the stipend.
PhD stipends are allocated to individuals who hold a Master's degree. PhD
stipends are normally for a period of 3 years. It is a prerequisite for
allocation of the stipend that the candidate will be enrolled as a PhD
student at the Technical Doctoral School of IT adn Design in accordance with
the regulations of Ministerial Order No. 1039 of August 27, 2013 on the PhD
Programme at the Universities and Certain Higher Artistic Educational
Institutions. According to the Ministerial Order, the progress of the PhD
student shall be assessed every six months. It is a prerequisite for
continuation of salary payment that the previous progress is approved at the
time of the evaluation. |
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