This paper presents a novel VLSI architecture for a high-speed IEEE 754 floating-point multiplier utilizing a modified carry-select adder (CSA) enhanced by Booth encoding techniques. The proposed architecture aims to improve efficiency in processing floating point arithmetic, which is critical in DSP applications, by reducing both area and delay in its implementation. Simulation results demonstrate that the modified CSA with RCA and Booth encoding achieves the best performance compared to existing architectures.