SCVJeff wrote:
Just because the electronics run on between 5 & 9'ish volts doesn't mean thats what you power the equipment. While that voltage may seem a tad low, anyone reading this that did the early LED conversions will remember regulators that were burning up at 15V and sometimes below.
Those that design these things often do it with zero experience of where equipment is actually used and under what conditions. It's not a stretch at all to assume this is one of them.

Umm.. comparing electrical ratings between those dirt cheap $2 per Chinese import LEDs sold on Ebay to a standup well known home and car audio company like Pioneer is pretty much comparing "apples" to the brand of car you drive. No comparison.
We are talking about a pretty expensive car stereo.. Not cheap LEDs.
Although the OP does not state what model of Pioneer, you can get a pretty good guess as to what all of Pioneers car stereos will accept by looking at any of their manuals.
HERE is JUST ONE of Pioneers manuals..
In it it STATES ON PAGE 69..
Specifications
General
Power source ................... 14.4 V DC (10.8 V to 15.1 V allowable)What that means is 14.4V DC "NOMINAL", but 10.8V TO 15.1V IS ACCEPTABLE..
I suspect the OP in order to make the stereo turn on he has connected the SWITCHED 12V (Ignition)line to the UNSWITCHED 12V.
This forces the stereo to stay in a "standby" mode rather than OFF when you hit the power button.
In other words the stereo is NEVER turned off.
Depending on model and features that stereo may have Bluetooth, video inputs or even a timer..
Since it is in standby bluetooth or any other feature could be "waking up" the unit..
Keeping in mind Bluetooth uses 2.4 ghz band to communicate which pretty much nearly all wireless devices now days use like portable telephones, Wifi access points, RF remote controls, heck even microwave ovens use that frequency band and even the old point to point terrestrial microwave phone relay systems which may still be in use..
Also these stereos are not like the ones of the 1990s and before.. They often make very heavy use of computer technology and often will need a FIRMWARE update to FIX "bugs" in the firmware.. The possibility does exist that the unit the OP bought has buggy firmware..
I would recommend if the OP wants to keep this unit they can add a switch to the switched ignition wire, this will allow the OP to ensure the unit is turned off when not in use..