In a saucepan over medium-high heat, brown the bacon. Add the onion and celery and continue cooking for a few minutes, until softened. Season with salt and pepper. Add the chicken broth, clam juice, potatoes, corn and thyme sprigs. Bring to a boil and simmer for 20 minutes or until the potatoes are tender. Remove the thyme sprigs.