The common nitrogen-fixer in paddy fields is:

In paddy (rice) fields, cyanobacteria like Oscillatoria, Nostoc, and Anabaena are the most important and common nitrogen fixers, often found in association with the water fern Azolla.(Note: While Azospirillum is a fixer, cyanobacteria are the hallmark of rice field biofertilizers.)