Part of my work in NST will involve using discriminative models (particularly structured support vector machines) with long-term features (e.g., segmental features, deep network features) to improve current speech recognition systems for a range of tasks. This work will involve integrating hybrid systems into the framework. Future work may also involve developing ``deep” discriminative models for CSR.