The password for the encrypted backup cannot be recovered, but it may be refreshed; here's how:
1. Navigate to the Settings menu.
2. Tap Chat Backup Chats Backup that is encrypted from beginning to finish. Password must be changed.
3. Tap I forgot my password, then enter your biometrics or device PIN to confirm your identity.
4. Make a fresh password for your backup.