Join Our Team: Master's Thesis on Deep Learning for Marine Mammal Detection at Fraunhofer IDMT

Fraunhofer Institute for Digital Media Technology IDMT is renowned globally for its cutting-edge research in electroacoustics, AI-based signal analysis, machine learning, and data security protocols. Located in Ilmenau, Germany, within the vibrant campus of Technische Universität Ilmenau, Fraunhofer IDMT is currently inviting applications for a compelling master's thesis topic.

Project Overview: Deep Learning in Bioacoustics

You will embark on a transformative research route focusing on the acoustic behavior of marine mammals. Utilizing passive acoustic monitoring devices like hydrophones, this thesis aims to innovate deep learning methods for detecting and classifying the vocal patterns of these essential creatures. Your work will contribute to ecological efforts by aiding in the preservation of marine biodiversity and protecting endangered species.

Key Objectives:

1. Comprehensive literature review on bioacoustics focused on marine mammal audio detection.
2. Analysis and preprocessing of existing research datasets.
3. Evaluation of advanced sound event detection models.
4. Experimentation with various data augmentation techniques.
5. Application of transfer-learning models pretrained on general and specific audio datasets.
6. Full documentation of research findings and thesis composition.

What We Look For

Prospective candidates should possess a robust background in audio signal processing and machine learning, with practical experience in deep learning frameworks and version control systems like Git.

Why Fraunhofer IDMT?

At Fraunhofer IDMT, you'll tackle sophisticated, market-related topics within an innovative team setting. We offer:

• Challenging tasks and advanced technical training opportunities.
• Opportunities to implement your innovative ideas.
• Excellent technical infrastructure and collaborative work environment.
• Flexible working arrangements and a focus on work-life balance.
• Access to a network of high-profile partners and direct involvement in futuristic technology development.

We are committed to promoting diversity and inclusivity within our workforce and encourage applications from all regardless of age, gender, background, or any other factors. Note that preference will be given to severely disabled applicants with equivalent qualifications.

If you are driven by innovation and eager to contribute to future technologies, we encourage you to apply for this thrilling opportunity.

Contact for Professional Queries:

Amir Latifi Bidarouni

Contact for Application Process:

Katrin Pursche

Explore more about Fraunhofer IDMT at .

Requisition Number: 73604
Application Deadline: Contact for details.

We look forward to potentially welcoming you to our team and together pushing the boundaries of digital media technology!