Abstract: Described is speech pre-training, which includes acquiring a speech sample and phoneme data corresponding to the speech sample. Speech features of speech frames are extracted in the speech sample. Based on the speech features and the phoneme data, the speech sample is divided into at least one speech segment, where one speech segment corresponds to one phoneme. Based on speech features of speech frames in speech segments corresponding to a same phoneme, target features of phonemes are determined. The target features of the phonemes are used as initial clustering centers. Based on the initial clustering centers and to obtain corresponding clustering labels, the speech features of the speech frames in the speech sample are clustered. By using the corresponding clustering labels to obtain a speech pre-training model, a predetermined network model is trained.

Abstract: Efficiently executing command-line interface commands with an automated command-line interface. A computing device presents a command-line interface for entry of a command-line by a user. The computing device receives a command-line in the command-line interface to execute an editable view container, the editable view container displaying target content in an editable viewer. The computing device receives one or more user edits to modify the target content entered by the user into the editable viewer. The one or more user edits to the target content are validated. The computing device accesses a manifest file containing a plurality of stored command-lines, each stored command-line corresponding to possible user edits. The computing device executes automatically stored command-lines corresponding to the one or more user edits to modify the target content. The modified target content is displayed in the editable viewer.

Abstract: Efficiently executing command-line interface commands with an automated command-line interface. A computing device presents a command-line interface for entry of a command-line by a user. The computing device receives a command-line in the command-line interface to execute an editable view container, the editable view container displaying target content in an editable viewer. The computing device receives one or more user edits to modify the target content entered by the user into the editable viewer. The one or more user edits to the target content are validated. The computing device accesses a manifest file containing a plurality of stored command-lines, each stored command-line corresponding to possible user edits. The computing device executes automatically stored command-lines corresponding to the one or more user edits to modify the target content. The modified target content is displayed in the editable viewer.