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FRFraunhofer-Institut für Integrierte Schaltungen IIS

Research Associate - Deep Learning for Dialogue Enhancement(m/w/x)

Erlangen
Full-time, Part-timeWith Home OfficeExperienced
AI/ML
Data Science
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Researching and implementing deep neural networks for audio quality and speech extraction in broadcasting environments. Expertise in machine learning, deep neural networks, and digital audio processing required. International research environment, state-of-the-art infrastructure.

Requirements

  • Degree in Electrical Engineering, Computer Science, or related field
  • Expertise in machine learning and deep neural networks
  • Knowledge of digital audio and speech processing
  • Programming skills in Python, PyTorch, or C/C++
  • Fluent English skills
  • Scientific publications or relevant industry experience

Tasks

  • Develop deep learning technologies for audio quality enhancement
  • Create methods for accessible and personalized audio content
  • Implement deep neural networks in real-world broadcasting environments
  • Collaborate with broadcasters and streaming providers on practical applications
  • Research and implement machine learning for speech extraction
  • Optimize speech from final audio mixes
  • Improve dialogue intelligibility in films and news programs
  • Enhance media accessibility for people with hearing impairments

Work Experience

  • approx. 1 - 4 years

Education

  • Master's degree

Languages

  • English – Business Fluent

Tools & Technologies

  • Python
  • PyTorch
  • C/C++

Benefits

Diverse Work

  • Diverse and challenging work

Informal Culture

  • International research environment

Modern Office

  • State-of-the-art infrastructure

Mentorship & Coaching

  • Structured onboarding process

Flexible Working

  • Flexible working hours
  • Hybrid work

Learning & Development

  • Professional and personal seminars
  • Coaching and language classes

Parking & Commuter Benefits

  • Complimentary parking spaces
  • Covered bicycle parking

Sustainability Focus

  • Electric car charging stations

Other Benefits

  • On-site showers

Healthcare & Fitness

  • In-house health management
  • Sports courses and running groups

Mental Health Support

  • Relaxation seminars
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