Computing receiver functions is difficult under certain conditions; (1) when working with high‐frequency waves, the receiver function method becomes unstable; (2) when working with data from the ocean‐bottom or sedimentary basins, strong reverberations within the sediment or from the ocean‐surface are troublesome. This study provides a new technique that can clear these issues, making use of transdimensional inversion.