Connected Speech Recognition of a Multiple Processor Pipeline

This paper reports on our efforts to put a connected speech recognition application on the MARS hardware accelerator. The beam search algorithm chosen for this purpose was decomposed on a functional basis, not on a data-partitioning approach as in other attempts. This allows for easy synchronization and static load balancing. Further flexibility is provided by retaining the hierarchical structure of the speech graph.