Earth Mountain almost there, page-280

Here's an interesting sound reproduction concept. Maybe from left field. I wonder if it can be implemented easily in the AudioPixels product.

https://www.eenewseurope.com/en/algorithm-that-finds-your-personal-sound/
Algorithm that finds your personal sound
News | June 7, 2023
By Wisse Hettinga
The Fraunhofer Institute for Digital Media Technology IDMT has developed adaptive algorithms as well as intuitive methods for adjusting personal sound

Every person experiences sound differently and has their own individual listening preferences — which also depend on age and hearing ability. Therefore, factory settings for audio solutions cannot equally appeal to all listeners. The usual adjustment options also have limitations. The Oldenburg Branch HSA of Fraunhofer IDMT has developed a method and algorithms to enable a simple and intuitive adjustment of sound preferences without complex and rigid equalizers. On an intuitive user interface, users select their favorite sound along the instrumentation of a demo song in a playful manner. In just a few steps, a virtual assistant inquires about sound preferences for normal and quiet sound volumes of different instruments. Once set, the sound profile has a positive effect on the overall sound. This technology can be integrated in devices with sound reproduction such as TVs, smart phones, soundbars or infotainment systems in cars as well as on streaming or media platforms.

More than technically perfect sound

In developing sound personalization, Fraunhofer researchers have paid special attention to a user-friendly application of the technology. “Each person has a personal sound preference. The usual sound adjustment options do not take into account how individual loudness perception affects these preferences — or users are discouraged by the complexity of the options and do not use them. Our technology reduces these obstacles because it can be used without knowledge of levels and frequencies and aims to create the individually best sound for every audio volume,” notes Dr. Jan Rennies-Hochmuth, Head of Personalized Hearing Systems at Fraunhofer IDMT.
“We are happy to have implemented this technology, which we call YourSound, in the headphone product category, thereby making it available to a wider community of users. In the past, we were able to successfully adapt this technological concept for fast and individual sound adjustment to multimedia systems in cars,” summarizes Dr. Jens-E. Appell, Head of Department, Oldenburg Branch for Hearing, Speed and Audio Technology HSA.
The technology for personalizing sound has been successfully implemented in Sennheiser consumer headphones together with Sonova Holding AG.