DoyouunderstandwhatIamsaying? How learners break into speech segmentation

In my Habilitation project, I study how foreign language learners approach word segmentation (parse incoming speech into individual words) before they have been exposed to or started instruction in that language. The goal of this project is to understand how foreign language input can be modified to ease learning, and how we can improve learning situations and educational approaches for L2 and foreign language (FL) learning. One strain focuses on whether similarity with the learners’ L1 influences their word segmentation. For example, young English-learning children can recognize words in German that are sound similar to their translation equivalent in English (e.g. shoe - Schuh), even without any German experience. This suggests a role of L1 form overlap in initial foreign-language acquisition. I study this further in the German Research Foundation funded grant that I am co-PI (216,325 €) on with Prof. Holger Hopp Ini-Seg: Initial foreign speech segmentation in school-aged children. In one of the Ini-Seg projects, we examine how such L1 form overlap influences initial word segmentation abilities in 1st and 2nd grade German primary school students, before they have received English foreign-language instruction (Von Holzen, Schnieders, Wulfert, & Hopp, in revision). In the other Ini-Seg project, we found that although these young learners are able to segment words, this ability is modulated by their phonological awareness skills, yet not local phonotactic L1 similarity (Von Holzen, Wulfert, Schnieders, & Hopp, 2025). Within the Ini-Seg project I mentored a PhD student (Marie Schnieders) and a postdoctoral researcher (Sophia Wulfert).

A second strain studies how modifications to the speech input may especially encourage foreign language learning. When we speak with language learners, we modify our speech, whether we are addressing infants (infant-directed speech, IDS) or adults (foreigner-directed speech, FDS), but we know little of whether these modifications support uptake in FL and L2 learners. For example, adult English speakers can more easily segment and later recognize words when they first encountered them in speech produced in IDS (Von Holzen & Newman, accepted). I have also presented the results of a preliminary study which finds a clear advantage for IDS, but intermediate findings for FDS that require further study (Von Holzen, 2025a, 2025b).

Please read more about the Ini-Seg project here.

Open and Collaborative approaches to language acquisition Research

I study early language and cognitive development using a global, collaborative, open science approach. As a member of the leadership committee of the ManyBabies-AtHome project, I work to reduce the WEIRD (Western, Educated, Industrialized, Rich, Democratic) bias by both building a resource-friendly and accessible, open-source toolkit for online eye-tracking experiments as well as establishing a research network to study diverse study populations (Von Holzen, Bergmann, & ManyBabies-AtHome-Consortium, 2022a; Von Holzen & ManyBabies-AtHome-Consortium, 2022). In the Word Recognition sub-project, which is funded by an HK 3.0 grant awarded to my collaborator Prof. Eon-Suk Ko at Chosun University (South Korea), I manage a diverse team of international researchers as we design a massively cross-linguistic experiment (10+ languages) to study word recognition over the second year of life (Von Holzen, Bergmann, & ManyBabies-AtHome-Consortium, 2022b). I also contributed to the first ManyBabies initiative (ManyBabiesConsortium, 2020) and am a collaborator in Many Babies 5, which examines the Hunter and Ames model of infant looking preference (Kosie, Zettersten, & The ManyBabies5 Team, under review). I firmly believe that such global, collaborative approaches are essential for the field of early language development.

My study investigating simultaneous acitvation in bilingual toddlers (Von Holzen & Mani, 2012) was the first to apply a non-parametic permutation clusters analysis in the language acquisition field, where my role was adapting the analysis to my own data and subsequently promoting this analysis with other language acquisition researchers (see my Tutorials). This analysis captures important differences in the timing of effects across a time course while controlling for the false-alarm rate.

In completing the meta-analysis of mispronunciation sensitivity development, my role was tabulating over two decades of research and analyzing the results with meta-analytic models. This provides an essential integration of research on mispronunciation sensitivity in early language acquisition and gives future researchers the tools to plan their own mispronunciation sensitivity studies. This meta-analysis with my co-author, Christina Bergmann, is published in Developmental Psychology (Von Holzen & Bergmann, 2021). A preprint and the open data and code can be found here.

The Role of Consonants and Vowels in Lexical Processing

During lexical processing, more weight is often given to consonants than vowels. This pattern has been found in adult speakers of all languages tested thus far, leading to the proposal that humans have a bias for consonants during lexical prosessing (C-bias). Cross-linguistic and developmental evidence suggests that this C-bias may be acquired through early linguistic experience (Nazzi, Poltrock, & Von Holzen, 2016). My postdoctoral work focused on the acoustic/phonetic and lexical factors that drive this emergence during early language acquisition in French-learning infants. Our findings favor an interpretation of C-bias emergence guided by acoustic/phonetic factors, but show that early sensitivity to both consonants and vowels is related to general lexical development over the first two years of life (Von Holzen & Nazzi, 2020; Von Holzen, Nishibayashi, & Nazzi, 2018; Von Holzen, van Ommen, White, & Nazzi, 2022).

The Nature of Bilingual Lexical Processing Across the Lifespan

Bilinguals must often navigate a linguistic environment that requires them to use only one of their languages. Yet, evidence of connections between the bilingual’s two languages suggest that lexical entries from the other language are active and ready to be accessed, even when the language itself is not currently being used. My dissertation work and subsequent work extends previous findings with evidence that even when completing a task in their first language (L1), bilingual adults activate the labels for objects in both of their languages (Bobb, Von Holzen, Mayor, Mani, & Carreiras, 2020; Von Holzen & Mani, 2014). I also demonstrated that young bilingual toddlers also activate both languages simultaneously, providing the first evidence of this phenomenon in bilingual children this young (Von Holzen & Mani, 2012). These bilingual toddlers are also sensitive to the phonological overlap between their two languages, which impacts their word recognition (Von Holzen, Fennell, & Mani, 2019). The results suggest that connections between a bilingual’s two languages are evident across the lifespan. Moreover, these findings have generated considerable scientific interest: groups in several other countries are currently working to replicate and extend them.

References

Bobb, S. C., Von Holzen, K., Mayor, J., Mani, N., & Carreiras, M. (2020). Co-activation of the L2 during L1 auditory processing : An ERP cross-modal priming study. Brain and Language, 203, 104739. https://doi.org/10.1016/j.bandl.2019.104739
Kosie, J., Zettersten, M., & The ManyBabies5 Team. (under review). ManyBabies5: A large-scale investigation of the proposed shift from familiarity preference to novelty preference in infant looking time. https://doi.org/10.31234/osf.io/ck3vd
ManyBabiesConsortium. (2020). Quantifying sources of variability in infancy research using the infant-directed speech preference. Advances in Methods and Practices in Psychological Science. https://doi.org/10.1177/2515245919900809
Nazzi, T., Poltrock, S., & Von Holzen, K. (2016). The developmental origins of the consonant bias in lexical processing. Current Directions in Psychological Science, 25(4), 291–296. https://doi.org/10.1177/0963721416655786
Von Holzen, K. (2025a). Learner-directed registers in foreign language learning. Presented at the Team Meeting of the Language and Cognition Group, The Institute of Neuroscience and Cognition, Paris Descartes Universite, France.
Von Holzen, K. (2025b). Learner-directed registers in foreign language learning. Presented at the 30th LIPP Symposium "Variation and Cognition in Language", Graduate School Language & Literature, Ludwig Maximilian University of Munich, Germany.
Von Holzen, K., & Bergmann, C. (2021). The development of infants\('\) responses to mispronunciations: A Meta-Analysis. Developmental Psychology, 57(1), 1–18. https://doi.org/10.1037/dev0001141
Von Holzen, K., Bergmann, C., & ManyBabies-AtHome-Consortium. (2022b). ManyBabies-AtHome looking while listening: Constructing an online, cross-linguistic investigation of word recognition. https://doi.org/10.6084/m9.figshare.20012729.v2
Von Holzen, K., Bergmann, C., & ManyBabies-AtHome-Consortium. (2022a). ManyBabies-AtHome looking while listening: Constructing an online, cross-linguistic investigation of word recognition. Presented at the 52nd Congress of the German Psychological Society, Hildesheim, Germany.
Von Holzen, K., Fennell, C. T., & Mani, N. (2019). The impact of cross-language phonological overlap on bilingual and monolingual toddlers’ word recognition. Bilingualism: Language and Cognition. https://doi.org/10.1017/S1366728918000597
Von Holzen, K., & Mani, N. (2012). Language nonselective lexical access in bilingual toddlers. Journal of Experimental Child Psychology, 113, 569–586. https://doi.org/10.1016/j.jecp.2011.02.002
Von Holzen, K., & Mani, N. (2014). Bilinguals implicitly name objects in both their languages: An ERP study. Frontiers in Psychology, 5(DEC), 1–12. https://doi.org/10.3389/fpsyg.2014.01415
Von Holzen, K., & ManyBabies-AtHome-Consortium. (2022). ManyBabies-AtHome. Presented at the 2022 Big Team Science Conference, Virtual Conference.
Von Holzen, K., & Nazzi, T. (2020). Emergence of a consonant bias during the first year of life: New evidence from own-name recognition. Infancy, 25(3), 319–346. https://doi.org/10.1111/infa.12331
Von Holzen, K., & Newman, R. (accepted). Ab initio word recognition in infant- and adult-directed speech. Applied Psycholinguistics. https://doi.org/10.31234/osf.io/x8drj_v1
Von Holzen, K., Nishibayashi, L.-L., & Nazzi, T. (2018). Consonant and vowel processing in word form segmentation: An infant ERP study. Brain Sciences, 8(24), 1–15. https://doi.org/10.3390/brainsci8020024
Von Holzen, K., Schnieders, M., Wulfert, S., & Hopp, H. (in revision). The role of lexical overlap and cognate facilitation in initial child foreign language speech segmentation. Retrieved from https://osf.io/dsg57/?view_only=b0ee304b3b0941ffa6e64ce0abc3b193
Von Holzen, K., van Ommen, S., White, K., & Nazzi, T. (2022). The impact of phonological biases on mispronunciation sensitivity and novel accent adaptation. Language Learning and Development. https://doi.org/10.1080/15475441.2022.2071717
Von Holzen, K., Wulfert, S., Schnieders, M., & Hopp, H. (2025). Speech segmentation in pre-foreign language learners: An investigation of meta-linguistic and linguistic knowledge. Second Language Research. https://doi.org/10.1177/02676583251348941