Can I use my Facebook account to integrate my WhatsApp with Twilio?

If you are asking about your personal Facebook account, then no, you cannot.

WhatsApp uses approved Business Manager accounts to identify your business and associate your phone numbers with it.
Therefore you need to have a Facebook Business Manager account to integrate your Twilio number with WhatsApp.

If you do not have a Facebook Business Manager ID, click here to create one.