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Type: PhD Student Name (ID): Joint modeling of speech signal and physiological signals (OP-20191220-151503) Supervised by: Mathew Magimai Doss
The Idiap Research Institute seeks one PhD student in the context of Swiss National Science Foundation funded project TIPS (Towards Integrated processing of Physiological and Speech signals). This project builds upon the CSEM-Idiap project AUDIO-REAPPS, which has initiated development of a platform to acquire speech signal synchronously with physiological signals and body sounds through wearable sensors and to model them jointly for spoken language processing. Briefly, the proposed research and development in the TIPS project, focusing on physiological parameters prediction and mental stress detection, is situated at the intersection of speech processing, physiological signal processing, machine learning and sensor fusion.
The ideal candidate should hold a Masters degree in computer science, electrical engineering, biomedical engineering or related fields. She or he should have a background in signal processing, applied mathematics, optimization or linear algebra. The applicant should also have strong programming skills and be familiar with Python/Perl, C/C++, shell scripting and with the Linux environment. A solid experience in speech processing or machine learning or both is an asset.
The successful candidate will be part of the Speech and Audio Processing group at Idiap. She or he will work under the supervision of Dr. Mathew Magimai Doss. She or he will collaborate with the postdoctoral researcher (funded through the project) and with our collaborators on the wearable sensors side from CSEM (www.csem.ch). The successful candidate will also become a doctoral student at EPFL conditional on parallel application to, and acceptance by, the EPFL Doctoral School EDEE. The PhD position appointment is for a maximum of 4 years, provided successful progress, and should lead to a dissertation. The annual gross salary ranges from 47,000 CHF (first year) to 50,000 CHF (final year).
The expected start date is immediate or the earliest possible. The position will remain open until filled.
Interested candidates are invited to submit a cover letter, a detailed CV, and the names of three references through the Idiap online recruitment system (see below).
Interested candidates can also contact Dr. Mathew Magimai Doss for further information.
Idiap is an independent, not-for-profit, research institute recognized and funded by the Swiss Federal Government, the State of Valais, and the City of Martigny.
Idiap offers competitive salaries and conditions at all levels in a young, high-quality, dynamic, and multicultural environment. Idiap is an equal opportunity employer and is actively involved in the "Advancement of Women in Science" European initiative. The Institute seeks to maintain a principle of open competition (on the basis of merit) to appoint the best candidate, provides equal opportunity for all candidates, and equally encourage both genders to apply.
Idiap is located in the town of Martigny in Valais, a scenic region in the south of Switzerland, surrounded by the highest mountains of Europe, and offering exceptional quality of life, exciting recreational activities, including hiking, climbing and skiing, as well as varied cultural activities. It is within close proximity to Lausanne and Geneva. Although Idiap is located in the French part of Switzerland, English is the official working language. Free French lessons are also provided on a complimentary basis.
For frequently asked questions (FAQs) about living in Switzerland, please go to http://www.idiap.ch/en/faq
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