Research Associate for Software Analysis at Fraunhofer - Gesellschaft working on static software analysis for mobile security. Join a renowned institute conducting applied research in IT security.
About the role
- Research Associate developing innovative deep learning technologies for audio quality enhancement in broadcasting and streaming applications. Collaborating with industry partners and improving accessibility for users.
Responsibilities
- Develop deep learning–based technologies to enhance audio quality in broadcasting and streaming applications
- Develop methods to make audio content accessible to all users and to allow individual customization
- Work on projects with broadcasters and streaming providers to implement deep neural networks in real-world environments
- Research and implement innovative machine learning concepts for the efficient extraction and optimization of speech from final audio mixes
- Improve the intelligibility of dialogue in films, news, and television programs, thereby enhancing the quality of life for people with hearing impairments or speech comprehension difficulties
Requirements
- Completed academic degree (Master’s, PhD, or equivalent) in Electrical Engineering, Computer Science, Engineering, Media Technologies, Neuroscience, or a related field
- Proven expertise in machine learning and deep neural networks
- Strong knowledge of digital audio signal processing, particularly in speech processing
- Solid programming skills in Python and PyTorch, experience with C/C++ is desirable
- Fluent English for effective collaboration in an international team
- A strong record of scientific publications and/or relevant industry experience is considered an advantage
Benefits
- Flexible working hours and hybrid work
- Ongoing professional and personal seminars
- Coaching and language classes
- Complimentary parking spaces
- Charging stations for electric cars
- Covered bicycle parking
- Showers at the institute
- In-house health management, including sports courses, running groups, and relaxation seminars
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
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