The invention discloses a low-frequency slotted liquid wall coupling transducer for deep water. The transducer mainly comprises radiation cover plates, the radiation cover plates are located at the upper end and the lower end of the transducer, the radiation cover plates are sequentially bonded with a middle mass block through an end cover A, a piezoelectric ceramic vibrator and an end cover B, and a prestressed screw penetrates through the middles of the radiation cover plates to be fixed. A thin-wall cylindrical sleeve is a transducer shell. The thin-wall cylindrical sleeve is in decouplingconnection with the middle mass block through connecting rods and decoupling materials, the outer wall of the thin-wall cylindrical sleeve is in decoupling connection with four hoisting rods, and thecenter of the thin-wall cylindrical sleeve is slotted by a circle. The transducer has the key performances of a very low frequency, a small size, light weight, a broadband, high power, high efficiencyand the like, is more convenient to use and lower in cost, provides a technical basis for integration of a marine acoustic tomography subsurface buoy and a system, provides a technical means for monitoring a mesoscale process in a relatively large range, and serves remote underwater acoustic detection and communication, national marine resource development and national marine safety maintenance.