Linking · is there a break between words

The commonest problem for Mandarin speakers is not a wrong sound — it is reading every word as a separate little block. In Spanish the word boundary barely exists in the signal: we put "two vowels inside a word" and "two vowels across a word boundary" on the same ruler, and the difference is not significant.

Three numbers

−1.2dBinside a word108 junctions
−1.5dBacross a word boundary385 junctions
0.43p-value of the differencenot significant
The number is the energy dip at the junction: the quietest 5 ms inside a fixed 40 ms window centred on the junction, compared with the level of the two flanking vowels. 0 means nothing drops; more negative means more like a break. If the word boundary really caused a pause, the cross-word group would be clearly lower. It is not.

The two distributions

Each bar is the share of one group falling in a 4 dB band. The groups differ 3.6× in size, so each is normalised to its own percentage — otherwise the chart would only show which group has more samples. Further left = deeper dip = more like a break.

30%60%0below −20 dB counts as a real break−1.2−1.5inside a word (e.g. e–a in lí-ne-as)across words (e.g. e–u in que una)−40−200energy dip at the junction (dB)
The two sets of bars almost coincide: the median dip at a word boundary is only 0.3 dB deeper. The cross-word group has the longer left tail — that 12% is the third group of examples below.

Three rules

Linking in Spanish is far more regular than in English: it can be computed from the spelling, with no list of exceptions.

01

vowel + vowel → one syllable (sinalefa)

A word ending in a vowel followed by a word starting with a vowel merges into a single syllable, so the syllable count goes down. mi amigo is mia-mi-go (three syllables, not four); todo estaba is to-doe-sta-ba.

02

final consonant → moves to the next word (enlace)

Spanish avoids syllables ending in a consonant, so a final consonant attaches to the following word. un oso → u-no-so.

03

final s → next syllable (and voices)

los amigos is not los | amigos but lo-za-mi-gos — the s becomes the onset of the next syllable and voices to [z] between vowels. This is the one you can hear most easily: a clean [s] plus a small pause is what makes a native speaker hear a word list rather than speech.

Together these mean the actual syllable count is usually lower than the word count. That is also why word-by-word reading sounds mechanical — the syllable count is already wrong.

Twelve junctions, three tiers

Chosen from the 385 cross-word junctions in the corpus. The first two tiers show linking is real; the third shows it is not obligatory.

linked (no energy drop at the junction)

The junction is louder than the flanking vowels — the airstream never stopped.

typical (slight dip, still linked)

The commonest shape: a slight dip, nowhere near silence.

mismo+aspecto
[o] + [a]
−7.8dB

VIO CON EL MISMO ASPECTO EXTERIOR COSAS Y PERSONAS AL SALIR DE SU ABSTRACCIóN

sg_ci_1-20140416-cdx · Spain
altura+eran
[a] + [e]
−6.8dB

DOS SALONES AGRANDADOS POR LA ESCASEZ DE SU ALTURA ERAN EL CAMPO VISUAL DE OJEDA

cvr-20100722-cdj · Spain
tostado+husmear
[o] + [u]
−6.5dB

MANTECA Y MERMELADAS EL PAN TOSTADO HUSMEAR EL PERFUME DEL Té O SEGUIR EL BURBUJEO DE LAS AGUAS MINERALES TEñIDAS DE JARABES Y LICORES

AGOs-20100831-jdm · Spain
té+o
[e] + [o]
−6.3dB

MANTECA Y MERMELADAS EL PAN TOSTADO HUSMEAR EL PERFUME DEL Té O SEGUIR EL BURBUJEO DE LAS AGUAS MINERALES TEñIDAS DE JARABES Y LICORES

KsauKao-20130227-uzv · Spain

actually broken

There is no punctuation between these words; the speaker breathed. 12% of junctions in read speech look like this — linking is the default, not an obligation.

reflejo+húmedo
[o] + [u]
−49.9dB

LA BLANCURA DE LA MADERA LAQUEADA TEMBLABA CON CIERTO REFLEJO HúMEDO QUE PARECíA VENIR DEL EXTERIOR

Ro027-20140207-lnk · Chile
rosa+igual
[a] + [i]
−40.9dB

LOS ASIENTOS TAPIZADOS DE SEDA ROSA IGUAL A LA QUE ADORNABA LOS PLANOS DE LAS PAREDES

sg_atis_albertoayora-20140812-onw · Spain
perspectiva+al
[a] + [a]
−39.6dB

QUE CERRABAN LA PERSPECTIVA AL OTRO LADO DE LOS CRISTALES LIGERAMENTE TURBIOS POR LA HUMEDAD EXTERIOR

sg_ce_cecilia_03-20140425-hzv · Spain
pilastra+a
[a] + [a]
−29.5dB

MADERA TENDIDOS DE PILASTRA A PILASTRA Y EL VERDE AMARILLENTO Y VELLUDO

sg_ac_Juan-20141117-tkl · Spain

Where these numbers come from

Corpus: VoxForge Spanish — 15 volunteers, 145 recordings, 2293 words. 16 kHz mono, MMS_FA forced alignment, all char-anchored.

Measure: when both sides of a junction are vowels, take a fixed 40 ms window centred on the junction, compute RMS every 5 ms, take the minimum, and compare it with the quieter of the two flanking vowels, in dB. Using the quieter one is conservative — we would rather under-report a dip than invent one.

Control: vowel+vowel inside a word uses the identical window width, algorithm and reference level; the only difference is that the window centre has no word boundary. This rules out confounds such as "vowels are simply louder than consonants". Result: −1.2 dB vs −1.5 dB, Mann-Whitney p = 0.43, and 14 of 15 speakers differ by less than 6 dB.

Counter-examples reported: 12% of cross-word junctions fall below −20 dB, the deepest at −49.9 dB. One speaker pauses between almost every word (51 words per minute, the slowest in the corpus). So the claim is "linking is the default", not "Spanish always links".

Three failed attempts (they decide the number above, so they belong here): ① we first tried to measure the "inter-word gap in milliseconds" — all four groups came out at exactly 60 ms and 92.3% of values landed on integer multiples of the aligner's frame, because word boundaries are trimmed inward: the quantity does not exist; ② then final-/s/ voicing — 0.20 before vowels and 0.20 before voiceless consonants, within-speaker median difference −0.06: no signal; ③ then "vowel+vowel vs consonant+consonant" — a large gap (−1.6 vs −8.6 dB) but confounded, because stops have closures of their own. Only then did we settle on this inside-vs-across fixed-window design.

Measurements, not verdicts. Failing to link is usually not about speed — it is about treating each word as a separate unit, which is the syllable-timed habit carried over from Mandarin.