Thanks again buddy. My spks are shown as the 2 black squares at top of the layout. The original sitting position is indicated as the brown box, now a tad (~1ft) closer to the speakers.
[upload=jpg]uploadImages/20042161557448115.jpg[/upload]
The very LF is not a problem as my tube amp is not very capable of producing deep base. It's the resonance of the mid that is really bothering. I'll try base traps if they are the ultimate solutions, but it will be a lengthy process --- not very good at wood work

BTW, Celestion 3 has nothing to do with this problem, as I'm now using Harbeth HL-Compact in this setup.
Your advice is highly appreciated.