For your husband, you may apply for a Long-Term Social Visit Pass (spouse visa). You can refer to the guide provided here, but it is best to cross-check the requirements with the Immigration Department to ensure accuracy.
Additionally, Family Frontiers has a dedicated community for foreign spouses. It is advisable to join this community for more information and updates on issues related to foreign spouses. You can follow the Facebook community through the link provided here.