If your LG refrigerator ice tastes bad, follow our troubleshooting guide. Here are the most common causes and how to fix them for cleaner ice. 1. Problem with tap water. 2. Food odor absorbing into ice cubes. 3. Old ice cubes have gotten stale. 4. Need to replace refrigerator water filter. 5. Ice maker is dirty and needs to be cleaned.