Alexandre Barroso ←

Effort vs. contrast: why vowels reduce

Why does a vowel "reduce"? The question sounds as if there were a switch — in a certain position the rule fires and [e] turns into [ə]. But it may be more honest to think of a balance, not a decree.

Two forces pull at every vowel. On one side, effort: speaking is tiring, and the mouth prefers its rest, that slack centre near schwa. Pulled by it alone, every vowel would slide to the middle. On the other, contrast: a vowel is only good for anything if it stays distinct from its neighbours — if [i], [e] and [ɛ] collapsed onto a single point, a listener would have no way to tell them apart. That force shoves them away from each other, out toward the edges of the space.

$$E=\underbrace{\alpha\sum_i x_i^2}_{\text{effort}}+\underbrace{(1-\alpha)\sum_{i\lt j}\frac{1}{|x_i-x_j|}}_{\text{contrast}}$$

The inventory we actually observe is the truce between the two. Work the balance and watch: when contrast has the upper hand, the vowels open up and take the periphery; when effort does, they crowd toward the centre:

Notice what doesn't happen: there's no magic threshold where "reduction" switches on. The inventory's width eases down as effort weighs more — following, as it happens, a little cube-root law. Reducing, on this reading, isn't a rule that fires in an unstressed syllable; it's just what's left when keeping the vowels apart costs more than it's worth (Flemming, 2004; Flemming, 2005). The same tension between economy and distinctness has been brought to bear on reduction in pretonic position (Kenstowicz & Sandalo, 2016).

If we'd rather speak in tableaux, we just let whole inventories compete, each weighed by the same two constraints. With contrast weighing more, the spread-out system wins:

A Harmonic Grammar tableau with contrast weighted more heavily: the spread-out inventory wins.

Flip the weights, let effort dominate, and the winner is the shrunken inventory, all pushed toward the centre (the middle ground goes to the in-between system):

The same with effort weighted more heavily: the reduced inventory wins, shrunk toward the centre.

And if the sum is worth more to you than the picture, you can watch the equilibrium width slide down smoothly as effort grows — with no jump anywhere:

pythonwidth shrinks as effort grows
# Five vowels on a perceptual axis. Effort pulls to the centre; contrast splits them apart.
# We minimise the energy and measure the inventory's width for several weights.
N, K, EPS = 5, 0.04, 0.03

def width(alpha, steps=4000, eta=0.003):
    x = [-0.7 + 1.4 * i / (N - 1) for i in range(N)]
    for _ in range(steps):
        g = []
        for i in range(N):
            gi = 2 * alpha * x[i]                          # effort: pulls to the centre
            for j in range(N):
                if j != i:
                    d = x[i] - x[j]; ad = abs(d) + EPS
                    gi -= (1 - alpha) * K * (1 if d >= 0 else -1) / (ad * ad)  # contrast
            g.append(gi)
        for i in range(N):
            x[i] -= eta * g[i]
    x.sort()
    return x[-1] - x[0]

print("effort α     width      ~((1-α)/α)^(1/3)")
for a in [0.1, 0.3, 0.5, 0.7, 0.9]:
    w = width(a)
    print(f"   {a:.1f}       {w:.3f}        {((1 - a) / a) ** (1 / 3):.3f}")

In the end no category is erased by decree. They are squeezed out when the price of keeping them distinct climbs too high — and, in a continuous space, that price isn't a switch you flip but a dial you turn (Lefkowitz, 2017).

  1. Flemming, E. (2004). Contrast and Perceptual Distinctiveness. Preprint.
  2. Flemming, E. (2005). A Phonetically-Based Model of Phonological Vowel Reduction.
  3. Kenstowicz, M., & Sandalo, F. (2016). Pretonic Vowel Reduction in Brazilian Portuguese: Harmony and Dispersion. Journal of Portuguese Linguistics.
  4. Lefkowitz, L. M. (2017). Maxent Harmonic Grammars and Phonetic Duration.

Barroso, A. M. (2025). Effort vs. contrast: why vowels reduce. alexandrebarroso.com. https://alexandrebarroso.com/notes/why-vowels-reduce.html

@misc{barroso2025whyvowelsreduce,
  author       = {Alexandre Menezes Barroso},
  title        = {Effort vs. contrast: why vowels reduce},
  year         = {2025},
  howpublished = {alexandrebarroso.com},
  url          = {https://alexandrebarroso.com/notes/why-vowels-reduce.html},
  note         = {alexandrebarroso.com}
}