A classic case of Heart Vs Mind or Subjectivity Vs Objectivity. Subjectivity many times negates data because one tends to enjoy irrespective how bad or good the measurements are. On the other hand Objectivity will negate impressions no matter how favorable they are unless they are accompanied by facts.This goes both ways. At least the objective side is presenting an explanation.
The OP has three choices, and he's made two of these:
1) It sounds good to me, and I do not have a scientific explanation or data to back it up - Fair enough
2) I'll regurgitate something with no scientific basis - Pseudoscience
3) Tell someone they're wrong and give no explanation as to why - Haughtiness
Music is subjective to everyone's unique experience - Jared Leto