Functional load
In linguistics and especially phonology, functional load, or phonemic load, refers to the importance of certain features in making distinctions in a language. In other words, a high functional load will make it hard to guess a phoneme that is not known because of noise or omission. Overview. The term "functional load" goes back to the days of the Prague School; references to it can be found in the work of Vilém Mathesius in 1929. Its most vocal advocate was André Martinet, a historical linguist who claimed it was a factor in the likelihood of a phonological merger . The first suggested measurement for functional load was the number of minimal pairs, but that does not take into account word frequency and is difficult to generalize beyond binary phonemic oppositions. Charles Hockett proposed an information theoretic definition in 1955 , which has since been generalized. Now, with a large text corpus, one can compute the functional load of any phonological contrast including distinctive features, suprasegmentals, and distinctions between groups of phonemes. For instance, the functional load of tones in Standard Chinese is as high as that of vowels: the information lost when all tones sound alike is as much as  that lost when all vowels sound alike. Martinet predicted that perceptually similar pairs of phonemes with low functional load would merge. This has not been proved empirically; indeed, all empirical tests have come out against it; for example, merged with in Cantonese in word-initial position in the late 20th century although of all the consonants in binary opposition to , only the opposition had a higher functional load than the opposition. Examples. English. English vowels, for example, have a very high functional load. There are innumerable sets of words distinguished just by their vowels, such as "pin, pen, pan, pun , pain, pine". Voicing is similar, as can be seen in "pat - bad, few - view". Speakers who do not control these differences make it very difficult for others to understand them. However, although voicing is generally important in English, the voicing difference between the two fricatives written ⟨th⟩, , has a very low functional load: it is difficult to find meaningful distinctions dependent solely on this difference. One of the few examples is "thigh" vs. "thy" although the two can be distinguished from context alone. Similar is the difference of (written ⟨j⟩, ⟨ge⟩, etc.) versus (resulting from , or the ⟨j⟩, ⟨ge⟩, etc . in some recent French loanwords), as in "virgin" vs. "version". The difference between the two ⟨ng⟩ sounds, , found in "singer" and "finger", is so unimportant that it makes no practical difference if confuses them, and some dialects pronounce the sounds the same in both words. The functional load is nearly zero, which is unsurprising since the phoneme originated as a coalescence of when it was word-final. An ongoing example would be the merger of the AIR and EAR vowels in New Zealand English. The phonetic similarity between words like "here" and "hare" does not seem to hamper oral communication  greatly if context is provided. Therefore, those vowels have low functional load in New Zealand English despite their high frequency of occurrences in that dialect. The distinction is fully maintained in nearby Australian English, where many find comedy and confusion in mergers such as "sheep-sharing" vs. "sheep-shearing". Mandarin. Another example is the functional load of tone in Mandarin Chinese, which is nearly as high as that of their vowels. That means that the loss of information when all tones sound alike in Mandarin is approximately equal to that when all vowels sound alike. By contrast, in many Bantu  languages, the tones have a low functional load, and in Swahili, tones have disappeared altogether.