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Participants viewed a continuous stream of faces in which each trial-unique exemplar was repeated 1 4 times consecutively (Fig. 1 A), while performing an incidental gender-judgment task on a subset of target faces indicated by a colored frame (these target trials were modeled separately and excluded from our analyses).
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Classifiers were trained on data from 11 of the 12 participants to determine if it was possible to identify object exemplars and categories in the held-out 12th participant's data; this procedure was repeated for all participants.
One would think that Texas, besides being very, very great, has always been ruled by a kind of U.N. Security Council consisting of one white male, one white female, one black person, one American Indian, and one Mexican or Mexican-American, all of them exemplars of — the phrase is repeated ad nauseam — courage, determination, and hard work.
There were four types of quartets, with 20 exemplars of each: 1) Old/Old: both an object and background are repeated four times without change 2) Old/New: an object is repeated four times against four changing backgrounds 3) New/Old: the object changes, but the background is repeated, and 4) New/New: both the object and background change.
On every trial, either exemplar of each category had an equal chance of being drawn as the memory item, with the constraint that the memory item could not be repeated on consecutive trials.
Each exemplar was presented 30 times per training session.
Each cartoon exemplar was presented once only.
No wonder that his exemplar is Andy Warhol.
(2) The most similar symmetrical exemplar is selected from eight-direction or arbitrary-direction symmetrical exemplars.
Selected source exemplars are replaced with target exemplars, and the input speech is converted.
Then, the source exemplars are replaced with related parallel target exemplars extracted from clean audio features.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com