What are important to a DIY builder are the kind of sound the wood will delivery, I managed to find these characteristics in the CommomSense site some years ago, what match with my experience.
MDF: detailed and bright.
Baltic Birch: soft and warm sound.
Particle Board: neutral, mid on BB/MDF.