It is narrated from Sayyiduna Ibn Abbas (may Allah be pleased with them both) that the Prophet (peace and blessings be upon him) said: "Whoever hears the call to prayer (adhan) and then does not respond to it without an excuse, his prayer is not valid."
Hadith Referenceالمعجم الكبير للطبراني / باب العين / 12214