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Record W4411712869 · doi:10.1016/j.system.2025.103760

Effect of auditory precision on L2 speech learning is partially mediated by learning target and instruction form

2025· article· en· W4411712869 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueSystem · 2025
Typearticle
Languageen
FieldPsychology
TopicPhonetics and Phonology Research
Canadian institutionsMcGill UniversityCentre for Research on Brain Language and Music
FundersFonds de recherche du Québec – Nature et technologiesCentre for Research on Brain, Language and Music
KeywordsComputer scienceSpeech recognition

Abstract

fetched live from OpenAlex

The ability to learn a second language (L2), particularly novel speech sounds, varies significantly among individuals. Previous studies highlight the importance of auditory processing skills in L2 acquisition. However, the way auditory precision interacts with factors, such as the learning target (acoustic differences in sounds) and instruction form (types of instruction and feedback), remains to be further investigated. To explore this, we conducted a four-day classroom experiment with 80 adult Mandarin speakers learning Russian laryngeal contrasts: stops vs. fricatives. Participants were assigned to two groups receiving different instructions. One group received feedback focusing on word meaning, while the other group received instruction that emphasized both meaning and phonetic form with explicit instruction. Our findings reveal a complex interplay between auditory precision, learning target, and instruction form. Generally, superior auditory precision was associated with better speech learning outcomes across both types of instruction and consistently across learning targets. However, the three-way interaction presented a nuanced perspective. Results showed that learners with higher auditory precision benefited more from explicit instruction in their ability to perceive stop consonants; those with lower auditory precision also benefited, but to a lesser extent. This effect was not observed in the learning of fricatives. These results highlight the critical role of auditory processing in L2 learning, and suggest that instruction form may be tailored to the specific phonetic challenges faced by learners.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.368
Threshold uncertainty score0.420

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.007
GPT teacher head0.308
Teacher spread0.301 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it