The pattern observed for the two datasets is slightly different: due to the systematic conversion of words to synthetic speech in COCO, using the number of time steps for this dataset yields the highest R 2 .
this feature is not as informative for predicting the utterance length in Flickr8K due to noise and variation in human speech, and is in fact outperformed by some of the features extracted from the model.