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Research Associate (all genders) - Deep Learning for Dialogue Enhancement

Homeoffice
vor 3 Wochen
Am Wolfsmantel 33, 91058 Erlangen, Bayern, Germany
Stellenbeschreibung

About Fraunhofer IIS##

The Fraunhofer Institute for Integrated Circuits IIS, headquartered in Erlangen, is the largest institute within the Fraunhofer-Gesellschaft, operating 70 institutes and research institutions throughout Germany. With over 1,200 employees and a focus on artificial intelligence, microelectronics, sensor systems, data acquisition, signal processing, and signal transmission, Fraunhofer IIS is a global leader in applied research.

Your Role in Deep Learning for Dialogue Enhancement

The >>Audio and Media Technologies<< division is a world leader in audio, speech, and media processing, with a history of pioneering innovations like MP3 and AAC. We are seeking a Research Associate to contribute to cutting-edge deep learning technologies for enhancing audio quality in broadcasting and streaming.

Key Responsibilities:

  • Develop deep learning-based technologies to enhance audio quality in broadcasting and streaming applications.
  • Create methods for making audio content accessible and customizable for all users.
  • Collaborate with broadcasters and streaming providers to implement deep neural networks in real-world environments.
  • Research and implement innovative machine learning concepts for speech extraction and optimization from audio mixes.
  • Improve dialogue intelligibility in media to enhance the quality of life for individuals with hearing or speech comprehension difficulties.

What You Bring:

  • 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; C/C experience is desirable.
  • Fluent English for international collaboration.
  • A strong record of scientific publications and/or relevant industry experience is advantageous.

What We Offer:

  • An exciting and challenging role in a state-of-the-art research and technology environment.
  • Opportunities for creativity and innovation in projects with practical applications.
  • A positive and collaborative work culture based on openness, helpfulness, and trust.
  • Top-tier infrastructure and modern workplace technologies.
  • A structured onboarding process and opportunities for professional development through seminars, coaching, and language classes.
  • Support for work-life balance with flexible working hours and hybrid work options.
  • On-site amenities including complimentary parking, EV charging stations, bicycle parking, and showers.
  • In-house health management programs, including sports and relaxation activities.

The position is initially limited to 2 years with the possibility of extension. Full-time (39 hours/week) is preferred, but part-time applications will be considered.

Fraunhofer is committed to diversity and inclusion, welcoming applications from all individuals regardless of background. Remuneration and benefits are based on the public-sector collective wage agreement (TVöD).

Ready to make a difference? Apply online now!

For application process inquiries, please contact Svenja Hofmann.