You can use the loadByProperties method to load all the entities that their fields correspond to certain values.
For a more advance selection you can use the entity query service.
\Drupal::entityTypeManager()->getStorage('taxonomy_term')->loadByProperties([ 'vid' => $vid, 'language''langcode' => $language_id ]);