The Sequence labellIng evaLuatIon benChmark fOr spoken laNguagE (SILICONE) benchmark is a collection
of resources for training, evaluating, and analyzing natural language understanding systems
specifically designed for spoken language. All datasets are in the English language and cover a
variety of domains including daily life, scripted scenarios, joint task completion, phone call
conversations, and televsion dialogue. Some datasets additionally include emotion and/or sentimant
labels.