Yes, it is. What is even more important, when an aspirated consonant is followed by a vowel, the aspiration results in time delay between the consonant release and the vowel voicing. Other words, the vocal chord vibration does not start immediately after the consonant is released.
But I agree with what you said about the [h] exhalation.