Oh yes. I have definitely experienced that.
During one 8 year period the Lord only spoke to me 3 times as I recall.
However, one was quite "spectacular" in retrospect. He appeared to me and then confirmed it. That appearance was to direct me in the single most critical decision I was about to make that would define the rest of my life and ministry. I was in my mid 30's at the time.
However, you would think after that He would be speaking and communicating constantly... He didn't and wasn't.
I continued to serve and pursue Him with all my being during that time.... but had no communication from Him during that 8 year period except the 3 that I mentioned.... at least not that I am aware of.
I want to encourage you though! Very often as we mature we will go for longer and longer periods without being aware of His tangible presence, for lack of another term. In essence He "hides" Himself from us to encourage us to pursue Him more intensely. If it stays easy we normally will not pursue as hard after Him. Also, He does this to see how we remain faithful and "WALK IN FAITH" as opposed to feeling or sight. If we will continue on in absolute faithfulness when we don't have that ability to "sense" Him with us then THAT IS walking by faith... not sight, or feeling, etc. And as we know from scripture THAT FAITH is precisely and exactly what pleases Him! Obedient and faithful even when all circumstances speak contrary to His Word.
The other great payoff is that this situation is often a "testing" to establish us for greater missions on the earth. You have to pass some testing before you are given greater spiritual authority and purposes. SO... keep on pursuing Him... He may want you to pursue deeper and come to deeper experiences with Him... or He may be testing you to see your faithfulness and willingness to walk totally on faith....or testing to see you ability to be used in greater power, authority, and ministry...of course it reveals this to you primarily.
That's my 2 cents and experience. Stay faithful... great blessing comes from it!