A neutral sound signature is just how it sounds. Levels are not emphasized in any range, and the sound is reproduced as faithfully as possible. Reference headphones are tuned for a neutral sound signature, making them an ideal choice for mastering and studio work. Neutral signatures do not add any coloration to the audio, leaving the music as it was recorded.
You may also hear this described as balanced or flat, though there are subtle differences.