Four Marie Skłodowska-Curie PhD Fellowships in audio signal processing
The closing date for this job submission has passed.
Four PhD research positions are available in the KU Leuven Electrical Engineering Department (ESAT), in the frame of the H2020 MSCA European Training Network “Service-Oriented Ubiquitous Network-Driven Sound (SOUNDS)” under the supervision of Prof. Toon van Waterschoot and Prof. Marc Moonen. The PhD students will be fully embedded in the SOUNDS research and training network, and will carry out applied research in the interdisciplinary field of signal processing, room acoustics, auditory perception, communication networks and machine learning. The research will be executed in an international team of audio signal processing researchers at the Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics of KU Leuven, and will involve several research visits to internationally renowned research labs in Europe. Initially a three-year MSCA Fellowship is offered, however it is anticipated that the position will be extended to a total of four years, which is the standard duration of a PhD research project at KU Leuven.
The following four PhD research topics are vacant:
(1) Active sound field and noise control in wireless acoustic transducer networks
(2) Distributed integrated acoustic echo and noise cancellation in smart home voice communication
(3) Estimation of nonstationary spatial noise maps for acoustic signal enhancement and detection
(4) Shared acoustic awareness and algorithm self-configuration in a cooperative audio signal processing context
THE “SOUNDS” PROJECT
The SOUNDS European Training Network (ETN) revolves around a new and promising paradigm coined as Service- Oriented, Ubiquitous, Network-Driven Sound. Inspired by the ubiquity of mobile and wearable devices capable of capturing, processing, and reproducing sound, the SOUNDS ETN aims to bring audio technology to a new level by exploiting network-enabled cooperation between devices. We envision the next generation of audio devices to be capable of providing enhanced hearing assistance, creating immersive audio experience, enabling advanced voice control and much more, by seamlessly exchanging signals and parameter settings, and spatially analyzing and reproducing sound jointly with other nearby audio devices and infrastructure. Moreover, such functionality should be self-organizing, flexible, and scalable, requiring minimal user interaction for adapting to changes in the environment or network. It is anticipated that this paradigm will eventually result in an entirely new way of designing and using audio technology, by considering audio as a service enabled through shared infrastructure, rather than as a device-specific functionality limited by the capabilities and constraints of a single user device.
To attain this paradigm shift in audio technology not only requires additional research but also calls for a new generation of qualified researchers with a transdisciplinary and international scientific profile, strong collaborative research and research management skills, and the intersectoral expertise needed to carry research results from academia to industry. It is believed that the SOUNDS ETN will offer the best possible framework for achieving these goals, by organizing advanced interdisciplinary research training, developing solid transferable skills, and providing intersectoral and international experience in a network of qualified and complementary industrial and academic institutions.
The SOUNDS ETN strongly values research integrity, actively supports open access and reproducible research, and strives for diversity and gender balance in its entire research and training program. The SOUNDS ETN adheres to The European Charter for Researchers and The Code of Conduct for the Recruitment of Researchers.
The Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics is part of the Electrical Engineering (ESAT) Department at KU Leuven and hosts over 100 researchers. The digital signal processing team headed by Prof. Marc Moonen and Prof. Toon van Waterschoot is a subgroup of the Stadius Centre, in which signal processing research is carried out in the context of audio, speech, acoustics, and communications applications. The digital signal processing team currently hosts about 20 international PhD and postdoc researchers and participates in several nationally and internationally funded research projects, ranging from fundamental research to industry-funded applied research.
Stadius Centre: http://www.esat.kuleuven.be/stadius
The PhD researcher will
- carry out applied research on audio signal processing, involving algorithm design, implementation, and experimental validation;
- monitor the work plan of her/his individual research project and make sure that milestones are achieved and deliverables are finalized in a timely manner;
- actively participate in research meetings with the other SOUNDS ETN researchers;
- take part in the research meetings, seminars, etc. at the Stadius Centre;
- enroll in a doctoral training program at the Arenberg Doctoral School, and adhere to the doctoral school's coursework requirements for PhD researchers;
- assist in the supervision of Master thesis students;
- perform a limited amount of teaching activities (max. 3h per week).
- Candidates must hold a Master degree in Electrical Engineering, Computer Science, or Engineering Acoustics (or equivalent), have a solid mathematical background (e.g. in matrix algebra) and have taken specialized courses in at least one of the following disciplines: digital signal processing, acoustics, audio signal processing. Candidates who are in the final phase of their Master program are equally encouraged to apply, and should mention their expected graduation date.
- Research experience (e.g. through Master thesis work or research internships) in acoustic signal processing is considered a strong asset.
- Experience with scientific computing in Matlab, Python, or Julia is required.
- Excellent proficiency in the English language is required, as well as good communication skills, both oral and written.
- Candidates must satisfy the eligibility conditions for MSCA Early Stage Researchers, i.e., they must have obtained their Master degree in the past 4 years and must not have resided or carried out their main activity (work, studies, etc.) in Belgium for more than 12 months in the past 3 years.
- A high-level and exciting international research environment.
- A strong involvement in a European research project with high international visibility.
- A PhD title from one of Europe's top universities (after approximately 4 years of successful research).
- A thorough scientific education in the frame of a doctoral training program.
- A competitive salary or tax-free PhD grant.
- The possibility to participate in local as well as international courses, workshops and conferences.
- The possibility to perform research visits to internationally renowned research labs in Europe.
- A prestigious three-year MSCA Fellowship with the possibility of extension for a fourth year.
HOW TO APPLY
For more information please contact Prof. dr. ir. Toon van Waterschoot, tel.: +32 16 32 17 88, mail: email@example.com. Prospective candidates are encouraged to apply as soon as possible, since interviews may already be organized before the application deadline. Please submit:
(1) a motivation letter with a statement of skills and research interests (max. 1 page), also specifying the candidate's preference for one of the four vacant PhD research topics
(2) a curriculum vitae, including transcripts and possibly GRE/TOEFL results
(3) the names and contact information of 1-2 references
You can apply for this job no later than August 31, 2020 via the KU Leuven online application tool (see link).
KU Leuven seeks to foster an environment where all talents can flourish, regardless of gender, age, cultural background, nationality or impairments. If you have any questions relating to accessibility or support, please contact us at diversiteit.HR@kuleuven.be.