Great question. Here are a few suggestions.
light - natural light instead of paid lights
video - use your built-in webcam or phone
audio - do you have Apple or Android headphones that come with your phone? If not, I'd say you'd want to spend the money for a cheap headset if you can swing it.
Hope that helps