Does any one knows what type of interface should be used here. I think it will be custom SPI with bitbang or there is another way?

[Pavel A. · Accepted solution]

Looks like normal SPI with 18 bits data size. No need to bitbang.

SPI controller of some STM32s allows moving up to 32 bits at once.