Are words easier to learn from infant- than adult-directed speech? A quantitative corpus-based investigation
Adriana Guevara-Rukoz, Alejandrina Cristia, Bogdan Ludusan, Roland, Thiolli\`ere, Andrew Martin, Reiko Mazuka, Emmanuel Dupoux

TL;DR
This study compares infant-directed speech (IDS) and adult-directed speech (ADS) in Japanese, finding that despite more distinctive words in IDS at the phonological level, acoustic variability makes IDS less discriminable overall for word learning.
Contribution
It provides a quantitative corpus-based analysis showing that IDS's acoustic variability outweighs phonological distinctiveness, affecting word learnability.
Findings
IDS has more variable and less discriminable acoustic realizations.
IDS contains more distinctive words at the phonological level.
Overall, IDS word forms are less discriminable than ADS forms.
Abstract
We investigate whether infant-directed speech (IDS) could facilitate word form learning when compared to adult-directed speech (ADS). To study this, we examine the distribution of word forms at two levels, acoustic and phonological, using a large database of spontaneous speech in Japanese. At the acoustic level we show that, as has been documented before for phonemes, the realizations of words are more variable and less discriminable in IDS than in ADS. At the phonological level, we find an effect in the opposite direction: the IDS lexicon contains more distinctive words (such as onomatopoeias) than the ADS counterpart. Combining the acoustic and phonological metrics together in a global discriminability score reveals that the bigger separation of lexical categories in the phonological space does not compensate for the opposite effect observed at the acoustic level. As a result, IDS…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
