Yup. Quoting Wikipedia: "The 13th Amendment to the U.S. Constitution prohibits slavery and involuntary servitude except as a punishment for a crime where the individual has been convicted"

Mandatory "Penal labour" isn't chattel slavery but it would still be recognised as slavery in any modern understanding.