You can use some methods to speed up caulk drying time, but they may not work for all types of caulk. Some of them are: 1. Use a fan or dehumidifier to lower humidity and increase air circulation. 2. Gently warm the caulk with a hair dryer or heat gun to evaporate moisture. 3. Opt for fast-drying caulk for quicker results.