2004 Shuts Off and Loses Power

#1
Hey guys, I have a 2004 Corolla (S)...the car just makes fuel cut sound and goes off on me while on motion while it would not misfire after it's restarted until after 2 or 3 trials of putting it on and off. Sometimes, the car while on motion would just suddenly lose power and refuse to raise (misfire) no matter how much I try to accelerate.
My mechanic did computer diagnoses and advised the the fault is with the throttle body, while another Technician says the fuel filter is bad. The situation however still remains the same even after I changed the fuel filter. The Air Flow meter sensor was also changed but the problem still persists. Please any advise or solution would be highly appreciated.
 
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