To remove the "Enter" key from the soft keyboard, add an attribute to your Edit Text as given below,
android:singleLine="true"
To hide the keyboard after pressing "done" button, add an attribute to the Edit Text as given below,
android:imeOptions="actionDone"
If you want "next" button in keyboard, please enter the below attribute for every EditText,
android:imeOptions="actionNext"