Idk about voice training but I when it comes to singing, you want to avoid smoking, and eating or drinking anything that might coat your vocals cords beforehand, like dairy. (Smoking coats your vocal cords with tar and mucus.) Makes it much harder to finely manipulate the muscles in your throat. Staying hydrated helps keep your throat clear, I suppose caffeine might affect that.