Parsing Speech: A Neural Approach to Integrating Lexical and Acoustic-Prosodic Information
Table 4: Parse and disfluency detection F1 scores on the test set. The best model has statistically significant gains over the text-only baseline with p-value <0.02.
['Model', 'Parse', 'Disfl']
Again, adding the acoustic-prosodic features improves over the text-only baseline. The gains are statistically significant for the best model with p-value <0.02, again using a bootstrap test with simulated 105 random test draws on the two models.