PhD student in Electronics on sound imaging systems with machine learning
Mid-Sweden University
At the department, education is conducted in the subjects of computer engineering, electronics, electrical engineering and sound production. The research at the department takes place at the research center Sensible Things that Communicate (www. miun.se/stc) and deals with sensor-based systems and services for use within the Internet of Things and artificial intelligence.
The research center STC (Sensible Things that Communicate, www. miun.se/stc) is looking for a PhD student in sound imaging systems. The research will be carried out together with industrial partners in a larger project that integrates technology challenges in sensor technology for industrial and medical applications.
Job description
We offer a PhD position in sound-based measurement technology focused on studying sound imaging systems with microphone arrays, beamforming and classification with machine learning. The position is related to collaborating research groups with activities in machine learning, sound analysis and image analysis as well as artificial intelligence. The research for the service is carried out in close collaboration with national and international partners.
The focus of the position is in the area of sound imaging for the characterization, positioning and classification of sounds. The service may also include implementation aspects of machine learning models on embedded systems. Work can be experimental and theoretical in nature and include data collection, development and verification of models, and generalization of solutions.
Entry requirements
General entry requirements include a second-cycle level qualification, or fulfilment of courses comprising at least 240 credits of which at least 60 credits must be at second-cycle level, or the equivalent knowledge gained in some other way in Sweden or abroad. Specific entry requirements include at least 90 credits in the subject of electrical engineering, computer technology or the equivalent knowledge gained in some other way in Sweden or abroad.
Assessment criteria
In addition to the formal entry requirements, the selection will also be based on the relevance of prior knowledge for working with sound, beamforming and machine learning, relevance in thesis work, project work, courses and interviews with the applicants. Signal processing of audio, use of microphone arrays for positioning purposes and experience with various machine learning models are seen as an advantage.
Personal qualities such as cooperativeness and initiative will be weighed together with the formal subject knowledge. A brief description of the applicant's visions and goals must be included in the application.
Employment process
Processing of the appointment will comply with the provisions in Chapter 5 of the Higher Education Ordinance, and will be carried out in accordance with Mid Sweden University's Employment Procedures.
Terms of employment The doctoral position refers to a position corresponds to four years of full- time studies and is expected to lead to a doctoral degree. Date of entry by agreement.
Initial doctoral student positions are valid for a maximum of one year, after which the position may be renewed by no longer than two years at a time. Provisions regarding doctoral studentship employment can be found in the Higher Education Ordinance (1993:100), Chapter 5, Sections 1-7.
Place of employment: Sundsvall
Salary: According to Mid Sweden University's salary scale for doctoral students.
Information
Further information is provided by the head of department, Patrik Österberg [email protected], Telephone, +46 (0)10 142 86 14 and associate professor Jan Lundgren [email protected], Telephone +46 (0)10 142 85 56. See also STC's website www. miun.se/stc.
Application
Application documents must be submitted in Swedish or English.
The application must contain curriculum vitae, copies of grades and diplomas, indication of the desired research area as above, and other documents that are requested to be cited.
Welcome with your application via our recruitment system no later than 2023-06-14.
Mid Sweden University has two campuses; in Sundsvall and in Östersund, both located close to students, colleagues and the surrounding society. At the same time, it is located conveniently close to the sea, forests and mountains, which provides a great quality of life. Here, new knowledge is created by means of internationally successful research and education that contribute to the development of our society. This way, we actively contribute to a sustainable future and a better world. Welcome to a university where people meet, get inspired and think in new ways. Mid Sweden University works actively for equal opportunities and strives to embrace the qualities that diversity and equality bring to the organization. Prior to any recruitment work, Mid Sweden University has taken a position on consulting support, recruitment channels and marketing. We therefore kindly ask media vendors, recruitment sites and the like not to contact us.
Full time
Date of entry by agreement
According to Mid Sweden University's salary scale for doctoral students
1
100%
Sundsvall
Västernorrlands län
Sweden
MIUN 2023/1393
2023-05-24
2023-06-14
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