According to Android documentation, Material Design style is supported for Spinner widget.
So I decided to use it in my app placing it on top of the Toolbar.
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Use android:dropDownVerticalOffset property inside spinner to give spacing from top.
Don't forgot to set android:spinnerMode="dropdown" though it won't work in spinnerMode= dialog