The Amplitude Modulation Structure of Japanese Infant- and Child-Directed Speech: Longitudinal Data Reveal Universal Acoustic Physical Structures That Accommodate Both Syllabic and Moraic Timing.

Overview

1. Centre for Neuroscience in Education, University of Cambridge, Cambridge, UK
2. Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan

Abstract

Infant-directed speech (IDS) is highly rhythmic, and in European languages, it is dominated by patterns of amplitude modulation (AM) peaking at ∼2 Hz (reflecting prosody) and ∼5 Hz (reflecting individual syllables). The rhythm structure of spoken Japanese is thought to differ from European stress-timed and syllable-timed languages, depending on moraic units (∼10 Hz) comprising any onset phoneme and vowel phonemes within a syllable, PA-N-DA. As the infant brain must be prepared to acquire any human language, initial speech encoding is likely to utilize language-universal physical acoustic structures in speech. These physical structures are, however, probabilistic and may thereby simultaneously accommodate language-specific structures like morae. Here, a language-blind computational model of linguistic rhythm based on the amplitude envelope (AE) is used to compute the physical acoustic stimulus characteristics for Japanese. Using ∼18,000 samples of natural IDS and child-directed speech (CDS) recorded longitudinally over the ages 0–5 years, the data show that the temporal modulation patterns that characterize the AE of Japanese are similar to those found for stress-timed and syllable-timed European languages. However, the AM band corresponding to the syllabic level in CDS/IDS in European languages (∼2–12 Hz) was elongated in Japanese (2.5–17 Hz), possibly accommodating the faster modulation peaks reflecting morae. Furthermore, the phase synchronization ratios between the two slowest AM bands were as likely to be 1:3 as 1:2, differing from European languages where 1:2 ratios (delivering the perceptual experience of a temporally regular beat) are dominant. Accordingly, the amplitude-driven physical acoustic structures important for cortical speech tracking flexibly accommodate both universality and specificity.

Reproduced under the paper's license (CC BY), from the paper cited above.

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Data

Datasets cited

• osf:n3upf, at OSF; found in “Code and Data Availability Statements”

Code and Data Availability Statements

In this paper, we used “NTT Infant Speech Database (INFANT)” provided by Speech Resources Consortium, National Institute of Informatics (https://doi.org/10.32130/src.INFANT). All of anonymized data files analyzed have been deposited to an external source (https://osf.io/n3upf/). The other data and results of statistical analysis are shown in the Supporting Information (https://doi.org/10.1162/NOL.a.226).

Reproduced under the paper's license (CC BY), from the paper cited above.

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Version 1, 30 September 2026: the first record

Recorded: type, language, journal, volume, pages, dates, 2 authors, 4 keywords, 3 funders, 61 references.

Cite

This paper

Daikoku, T., & Goswami, U. (2026). The Amplitude Modulation Structure of Japanese Infant- and Child-Directed Speech: Longitudinal Data Reveal Universal Acoustic Physical Structures That Accommodate Both Syllabic and Moraic Timing. Neurobiology of language (Cambridge, Mass.), 7, NOL.a.226. https://doi.org/10.1162/nol.a.226

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