Fraunhofer-Institut für Integrierte Schaltungen IIS
Research Assistant - Speech and Audio Applications(m/w/x)
Full-time/Part-timeWith HomeofficeNot specified
Erlangen
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FRFraunhofer-Institut für Integrierte Schaltungen IIS
Research Associate – Deep Learning for Speech and Audio Coding(m/w/x)
Erlangen
Full-time, Part-timeWith Home Office
AI/ML
Nejo AI Summary
Research in generative AI for speech and audio coding, developing transformer architectures. Expertise in deep learning and digital signal processing required. Hybrid work, flexible hours.
Requirements
- Scientific degree (Master, Ph.D., or equivalent)
- Degree in Electrical Engineering, Computer Science, Engineering Sciences, Media Technologies, or related field
- Expertise in machine learning and deep neural networks
- Expertise in generative AI (e.g. GANs, diffusion-based models, transformers)
- Strong background in digital signal processing
- Strong background in speech and audio processing/analysis
- Good programming skills in Python
- Good programming skills in C/C++
- Good knowledge of deep learning frameworks (e.g., PyTorch)
- Fluency in English
Tasks
- Contribute to cutting-edge research in speech and audio coding
- Investigate novel approaches to signal processing problems
- Explore advanced machine learning techniques
- Study generative AI techniques like GANs and DDPMs
- Develop transformer architectures for speech and audio coding
- Apply machine learning to represent and synthesize signals
- Translate models into real-time solutions for mobile devices
- Optimize solutions for resource-constrained embedded devices
Education
- Master's degree
Languages
- English – Fluent
Tools & Technologies
- Python
- C/C++
- PyTorch
- GANs
- diffusion-based models
- transformers
Benefits
Flexible Working
- Flexible working hours
- Hybrid work
Modern Office
- Community rooms
Healthcare & Fitness
- Sports courses
- Free showers
- Health management programs
- Running groups
Team Events
- Team events
Informal Culture
- Positive work culture
Modern Equipment
- State-of-the-art technologies
Learning & Development
- Professional development seminars
- Personal development seminars
- Language courses
Mentorship & Coaching
- Coaching
Career Advancement
- Career program for female scientists
Parking & Commuter Benefits
- Parking spaces
- Covered bicycle parking
Sustainability Focus
- Electric car charging stations
Public Transport Subsidies
- Subsidized Deutschlandticket (jobticket)
Mental Health Support
- Relaxation seminars
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Fraunhofer-Institut für Integrierte Schaltungen IIS and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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FRFraunhofer-Institut für Integrierte Schaltungen IIS
Research Associate – Deep Learning for Speech and Audio Coding(m/w/x)
Erlangen
Full-time, Part-timeWith Home Office
AI/ML
Nejo AI Summary
Research in generative AI for speech and audio coding, developing transformer architectures. Expertise in deep learning and digital signal processing required. Hybrid work, flexible hours.
Requirements
- Scientific degree (Master, Ph.D., or equivalent)
- Degree in Electrical Engineering, Computer Science, Engineering Sciences, Media Technologies, or related field
- Expertise in machine learning and deep neural networks
- Expertise in generative AI (e.g. GANs, diffusion-based models, transformers)
- Strong background in digital signal processing
- Strong background in speech and audio processing/analysis
- Good programming skills in Python
- Good programming skills in C/C++
- Good knowledge of deep learning frameworks (e.g., PyTorch)
- Fluency in English
Tasks
- Contribute to cutting-edge research in speech and audio coding
- Investigate novel approaches to signal processing problems
- Explore advanced machine learning techniques
- Study generative AI techniques like GANs and DDPMs
- Develop transformer architectures for speech and audio coding
- Apply machine learning to represent and synthesize signals
- Translate models into real-time solutions for mobile devices
- Optimize solutions for resource-constrained embedded devices
Education
- Master's degree
Languages
- English – Fluent
Tools & Technologies
- Python
- C/C++
- PyTorch
- GANs
- diffusion-based models
- transformers
Benefits
Flexible Working
- Flexible working hours
- Hybrid work
Modern Office
- Community rooms
Healthcare & Fitness
- Sports courses
- Free showers
- Health management programs
- Running groups
Team Events
- Team events
Informal Culture
- Positive work culture
Modern Equipment
- State-of-the-art technologies
Learning & Development
- Professional development seminars
- Personal development seminars
- Language courses
Mentorship & Coaching
- Coaching
Career Advancement
- Career program for female scientists
Parking & Commuter Benefits
- Parking spaces
- Covered bicycle parking
Sustainability Focus
- Electric car charging stations
Public Transport Subsidies
- Subsidized Deutschlandticket (jobticket)
Mental Health Support
- Relaxation seminars
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Fraunhofer-Institut für Integrierte Schaltungen IIS and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
Fraunhofer-Institut für Integrierte Schaltungen IIS
Industry
Research
Description
Das Unternehmen ist eines der weltweit führenden Institute für anwendungsorientierte Forschung in den Bereichen Künstliche Intelligenz, Mikroelektronik und Datenerfassung.
Not a perfect match?
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