Three experiments were conducted to test the hypothesis that douchi cultures could serve as a potential starter for enhancing the quality attributes of fermented silver carp meat. In experiment 1, an active, prefermented douchi culture was incorporated into a fish paste to aid in the fish fermentation (30 d) and facilitate biochemical production of extractive flavor components (PRF). In experiment 2, a fully fermented (30 d) douchi was added to a fish paste and the mixture was fermented for 30 d (PSF). In experiment 3, a fish paste without the douchi culture was fermented for 30 d (CF). Total extracted free amino acids increased by 68.0, 68.6, and 78.8% (P < 0.05) from their initial levels to 2930, 2422, and 1573 mg/mL after 30 d of fermentation for PRF, PSF, and CF fish pastes, respectively, of which, glutamic acid, aspartic acid, alanine, lysine, and leucine were the major amino acids (>100 mg/mL). The concentrations of both formaldehyde-reactive nitrogen and ammonia nitrogen extractives increased significantly (P < 0.05) during fermentation, following the order of PRF > PSF > CF. Low amounts of biogenic amines (< 25 ppm) were produced in all samples. Sensory panel evaluation showed that PRF fish pastes had desirable aroma and taste. The douchi-inoculated fermentation could be a novel technique for expanding the utilization, consumption, and the economic values of silver carp meats.