CI-ADDO-EN: Software Infrastructure for Temporal Modeling

这个项目显著地增强了可用的软件基础设施，图形模型工具包（GMTK），用于基于图形模型的时间序列建模。虽然GMTK目前广泛用于语音识别，但正在执行的扩展不仅针对语音识别进行了优化，而且针对所有时间序列应用程序进行了优化。新的基础设施也在开发中，显著增强了GMTK？S的能力、速度、文档、源代码可用性和教学结构。这项工作将为学生和研究人员提供大量的动态图形模型设施。凭借其新特性，GMTK将能够在极其庞大和多样化的数据集上执行计算困难的时间序列处理。

This project is significantly enhancing available software infrastructure, the graphical models toolkit (GMTK), for graphical-model based time series modeling. While GMTK is currently widely used for speech recognition, the extensions being performed, however, are optimized not just for speech recognition but for all time-series applications. New infrastructure is also being developed that significantly enhances GMTK?s abilities, speed, documentation, source code availability, and pedagogical structure. This work will give to both the student and the researcher an enormous number of dynamic graphical model facilities. With its new features, GMTK will be able to perform computationally difficult time-series processing on extremely large and diverse data sets.