We report rapid method of deacetylation of cellulose acetate nanofibers. Ultrasonic assisted deacetylation reduces time from 30 h to just 1 h. Ultrasonic rapid method for nanofibers was optimized. Ultrasonic-assisted deacetylation shows a complete conversion of cellulose acetate into cellulose nanofibers.