2003 honda accord knocking sound when move from st

2003
honda accord coupe
v6
250k

Hey,

So when moving from a stop, i give it gas and i hear a small knocking sound. Just one knock when i start moving then stops. I think its from the axletransmission area. Only happens when i give it medium amount of gas from a stop. Slow rolling then give it gas, there is no knock. When i give it very little gas, there is no knock. Almost feel like its coming from a shocks, not sure.
Let me know what you guys think,
thanks