Fraunhofer Institute for Digital Media Technology IDMTDAGA 2022 – 48. JAHRESTAGUNG FÜR AKUSTIK
Fraunhofer IDMT will be represented at this year's DAGA from March 21 to 24 in Stuttgart with numerous contributions on current research activities and as organizer of a structured session.
Structured Session: AI-based methods for audio analysis and knowledge extraction
Chairing and organization:
Saichand Gourishetti (Fraunhofer IDMT), Christian Adams (TU Darmstadt)
The session will include contributions and discussions from the following areas:
- Artificial neural networks, deep learning including statistical analyses and explainability techniques
- Audio signal processing and knowledge extraction
- Data-driven acoustic modeling techniques
- Audio event detection, scene classification, source localization and pattern prediction including applications in vibration and acoustic-based condition monitoring
- Identifying, quantifying, and controlling uncertainty of data-driven algorithms