![]() The Pony Preservation Project from 4chan's /mlp/ board has been integral to the development of 15.ai. Pronunciations of unfamiliar words are automatically deduced using phonological rules learned by the deep learning model. ![]() The lexicon used by 15.ai has been scraped from a variety of Internet sources, including Oxford Dictionaries, Wiktionary, the CMU Pronouncing Dictionary, 4chan, Reddit, and Twitter. ġ5.ai uses a multi-speaker model-hundreds of characters are trained concurrently rather than sequentially, significantly reducing the required training time and enabling the model to learn and generalize shared emotional context, even for voices with no exposure to such emotional context. The app also supports altering the emotion of a generated line using emotional contextualizers (a term coined by this project), a sentence or phrase that conveys the emotion of the take that serves as a guide for the model during inference. The application supports English phonetic transcriptions (such as ARPABET) to correct mispronunciations or to account for heteronyms-words that are spelled the same but are pronounced differently (such as the word read, which can be pronounced as either / ˈ r ɛ d/ or / ˈ r iː d/ depending on its tense). The deep learning model used by the application is nondeterministic: each time that speech is generated from the same text string, the intonation of the speech will be slightly different. Announcer (formerly), Sans from Undertale, and Carl Brutananadilewski from Aqua Teen Hunger Force.
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