Under a new deal, Genesco has acquired and retired $56.4 million in 4.125 percent convertible subordinated debentures due on June 15, 2023 in exchange for 3,066,713 shares of its common stock. Just over 2.81 million of the shares were reserved for conversion of the debentures and 255,138 additional shares. With the exchange, Genesco has $29.8 million outstanding on its debentures.