(2014) implement a deep learning architecture and report an 0.810 F-score and 35.9 NIST-SU error rate on broadcast news speech using prosodic and lexical features using a DNN for prosodic features, combined with a CRF classifier.
scaling this to spontaneous speech and the challenges of incrementality explained here, is yet to be tested.