SSpace: A Toolbox for State Space Modeling

The State Space Models Toolbox for MATLAB

State Space Models (SSM) is a MATLAB toolbox for time series analysis by state space methods. The software features fully interactive construction and combination of models, with support for univariate and multivariate models, complex time-varying (dynamic) models, non-Gaussian models, and various standard models such as ARIMA and structural time-series models. The software includes standard fu...

A State-space Method for Language Modeling

In this paper, a new state-space method for language modeling is presented. The complexity of the model is controlled by choosing the dimension of the state instead of the smoothing and back-off methods common in n-gram modeling. The model complexity also controls the generalization ability of the model, allowing the model to handle similar words in similar manner. We compare the state-space mo...

Electromembrane Processes, a Toolbox for Advanced Separations

State-Space Architectures for Binaural Environment Modeling

Binaural displays for immersive listening must model reverberant environments, multiple sound sources, and accommodate source and head motion. Many displays model such phenomena as a collection of spatially distributed point sources; source signals are filtered with multiple head-related transfer functions (HRTFs) and then combined into a single binaural signal for display. The computational lo...

A Practical Guide to State Space Modeling