Systems, apparatuses, and methods are described for providing sign language translations from content such as
closed captioning content or transcribed audio or video content. In one aspect, the disclosure relates to providing sign language translations with adaptive speeds, such that the playback rates of the gestures for each of the sign language translations are optimally synchronized with the content. The
system may receive audio content data and access the necessary data to translate the data into a sequence of sign language gestures associated with the sign
language translation of the data. By determining an allocated duration for each gesture in the sequence and sending that data in a consumable format, the
system may calculate a gesture playback rate, which will be used to generate renderings of the gestures in synchronization with the audio content data.