Choose default music player to play / pause music on hands-free button press

I like the feature to use button on the hands-free (headset) to play / pause music. I have a bunch of music players installed on my phone: Apollo, Sony Walkman, Play Music, etc. When I use the hands-free button to play music, every time it plays music from any one of the players. Is there any way to set a default player to play music on the hands-free button press?

Say for example, I want only Sony Walkman to play music when I press button on the hands-free instead of launching any other player randomly.

Can this be done?

I have a Sony Xperia Neo V (code name: Haida) running CyanogenMod 9. Android version 4.0.4.