Cocktail Party Problem
First mentioned: https://pure.mpg.de/rest/items/item_2309493_5/component/file_2309492/content
Current survey: https://mdpi-res.com/BDCC/BDCC-09-00289/article_deploy/BDCC-09-00289.pdf?version=1763122319
Todo¶
- Applications (actual cocktail party, virtual conference, smart home assistance, … (more multi-speaker challenges))
- Existing Solutions
- Actual Hearing Aids
- Multi-speaker separation
- Research Focus (Google Paper)
- Psychoacoustic background
- Attention mechanisms
- Which modalities are most important? -> McGurk effect
- Visual (Lipdiffuser)
- Depth (Frank Suggestion)
- Proprioception (Giro)
- Eye tracking
- Use AI usage of modalities to infer relevance of modality for human brain?
- Compare real vs random lip movement
- SP requirements
- HRTFs
- moving vs fixed speaker position
- bio-inspired approaches