This happens when your API keys or signature are wrong. Ensure that :
- The user you generated API keys for actually has admin access (on WordPress).
- The username during authentication is your customer key.
- The password during authentication is your consumer secret.
- Create a new set of keys to be sure.
If the above doesn't work, please create a support ticket so we can debug it directly.