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Master-thesis (M/F/d) - Adaptive Soundscape Editing

vor 2 Wochen

Erlangen, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS Vollzeit

**You are interested in combining research and practices and would like to write a Master-Thesis about the above topic?**

**Then have a look at our offer**

**What you will do**
**Abstract**:
This topic aims at the removal of classified acoustic events from a given recorded signal. In it's simplest form this could be an ambience suppression algorithm, but perhaps more interestingly it could be used as an accessibility feature to aid people who suffer from misophonia/hyperacusis/phonophobia, by suppressing certain unwanted sounds.

While datasets curated for such an accessibility feature are perhaps limited, an initial starting point might be to investigate a proof-of-concept making use of the DCASE dataset [1] for suppression of pre-annotated acoustic events. An alternative side-track for this project could be to consider a lower complexity classification of acoustic events, in this case it might be that the sound-labels used in DCASE need to be simplified. If a lightweight real-time solution is possible, it's not infeasible that this could be used within a transparency/ANC pipeline on hearables like True-Wireless earbuds.

**What you bring to the table**
- You are currently studying Computer science, Electrical engineering or similar
- Confident in python programming, optimally some experience in the domain of signal processing
- Knowledgeable in the field of machine learning, and experience working with TensorFlow or PyTorch

**What you can expect**
- **Flexible** working hours
- **Open **and **friendly team work**:

- **Networking **with scientists
- **Active contribution **in applied research
- **Interesting** an **innovative** projects

Your start date and weekly working hours will be determined individually with you. After your studies, there are attractive opportunities to join the institute on a full time or part time basis.

**Interested?**
**We look forward to getting to know you**

Fraunhofer-Institute for Integrated Circuits IIS