Hello,
According to the below quotes from IRS website, married filing jointly H1B visa holders are not able to get the stimulus payment, since H4 visa holders do not get a SSN.
Is there a way to request SSN for H4 visa holders ?
Economic Stimulus Payment FAQs: Taxpayer Identification Numbers