1
var text = document.getElementById('txtText');
text.addEventListener('input', function(e){
var keyCode = e.keyCode ? e.keyCode : e.which;
this.value = this.value.replace(/\s/g, '')
if(keyCode === 32) return;
})
<input type='text' id="txtText">
event code 32 represent white space .