The Translation Lookaside Buffer (TLB) is a specialized cache used in computer processors to reduce the time taken to access memory locations by storing recent translations of virtual memory to physical memory addresses. It plays a critical role in optimizing memory access speed and overall system performance by minimizing the need for frequent page table lookups.