OBJECTIVES: I. Determine the optimal dose of doxorubicin HCl liposomal and prolonged oral etoposide in patients with recurrent or persistent ovarian, tubal, and peritoneal carcinoma. II. Determine the nature and degree of toxicity of this therapy in these patients. III. Evaluate the response rate of patients with measurable disease.