A portable content-playing device which automatically constructs a virtual channel of content consistent with the tastes of the user of the device, where the content originates from one or more satellites. The portable device contains software for computing similarity values between a local taste profile (representative of the songs tastes of the user of the device) by making use of downloaded pattern-matching technology representing each song, and this information is used in choosing the content of the virtual channel.