Hearing Aid Confusion

Help! I've recently started looking for a hearing aid, but I'm confused by the different information and advice that I've received from audiologists, an ENT specialist, and online literature from manufacturers. My recent audiogram has confirmed what I already knew: that I can use hearing aid help in speech recognition. But I also would like improvement, if possible, in listening to my two channel audio system. (The weakest component in my system is now me.) Some audiologists have told me that I can get a hearing aid with a music "program" that will boost my enjoyment. Others have told me that hearing aids are great for speech recognition but that I should turn the aids off (and even remove them) when listening to music. Who to believe? And if there are aids that actually help in music listening as well as speech recognition, what are the brands and models that I should explore? Any advice from audiophiles with a knowledge of hearing aids would be greatly appreciated.