How do I stop Android speaking my commands?
Method 1

Tap Home key > Tools > Settings > General tab > Accessibility > Vision. Then, disable Talkback

Method 2

Hold Volume Up + Volume Down for more than 3 seconds to disable (or enable) Talkback as described in this answer from XDA.