This paper focuses on the general approach, the overall architecture, and examples for learning flat syntactic speech parsing. Different from most of other speech language architectures SCREEN emphasizes an interactive rather than encoding, flat analysis rather than in-depth analysis, and fault-tolerant processing of phonetic, syntactic and semantic knowledge.