@inbook {IOPORT.06094743, author = {Nishii, Shunsuke and Suzumura, Toyotaro}, title = {Highly scalable speech processing on data stream management system.}, year = {2012}, booktitle = {Database systems for advanced applications. 17th international conference, DASFAA 2012, Busan, South Korea, April 15--19, 2012. Proceedings, Part II}, isbn = {978-3-642-29034-3}, pages = {203-212}, publisher = {Berlin: Springer}, doi = {10.1007/978-3-642-29035-0_14}, abstract = {Summary: Today we require sophisticated speech processing technologies that process massive speech data simultaneously. In this paper we describe the implementation and evaluation of a Julius-backended parallel and scalable speech recognition system on the data stream management system ``System S'' developed by IBM Research. Our experimental result on our parallel and distributed environment with 4 nodes and 16 cores shows that the throughput can be significantly increased by a factor of 13.8 when compared with that on a single core. We also demonstrate that the beam management module in our system can keep throughput and recognition accuracy with varying input data rate.}, identifier = {06094743}, }