Seems odd, if you have tried in a variety of ways.
What seed, how old is the seed, how long are you giving them to germinate (they take at least three weeks to emerge and sometimes longer in winter) and is there evidence of mice in your outdoor beds, which may be eating the seeds? In trays on a windowsill really should work but again, how long are you waiting?