The Walt Disney Company
Automated conversion of vocabulary and narrative tone

Abstract:

There is provided a content translation system includes a computing platform having a hardware processor and a system memory storing a language conversion software code including a vocabulary conversion convolutional neural network (CNN). The hardware processor is configured to execute the language conversion software code to obtain a content including a language-based content expressed in a first vocabulary. The hardware processor also executes the language conversion software code to convert a wording of the language-based content from the first vocabulary to a second vocabulary using the vocabulary conversion CNN, where the first vocabulary and the second vocabulary are in the same language. The hardware processor further executes the language conversion software code to output a translated content corresponding to the content for rendering on a display, the translated content including the language-based content expressed in the second vocabulary.