Evidence map›Paper›PMID 42792405›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

Background Masking Alters Accuracy and Confusion Structure in Mandarin Emotional Prosody Perception.

Yu Dong, Wanyu Hong, Jingyu Zhang, Fuyi Han, Jinghan Zeng

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Yu DongCognitive Science and Allied Health School, Beijing Language and Culture University, Beijing 100083, China.ORCID 0009-0006-1188-5424
Wanyu HongCognitive Science and Allied Health School, Beijing Language and Culture University, Beijing 100083, China.
Jingyu ZhangCognitive Science and Allied Health School, Beijing Language and Culture University, Beijing 100083, China.
Fuyi HanCognitive Science and Allied Health School, Beijing Language and Culture University, Beijing 100083, China.
Jinghan ZengSchool of Chinese Language and Literature, Beijing Normal University, Beijing 100875, China.

Funding

Humanities and Social Sciences Research Project of the Ministry of Education 23YJCZH041the Fundamental Research Funds for the Central Universities 1253200016
6 · The paper itself

Abstract

Emotional prosody is a key cue for affective communication, yet everyday speech often occurs in background noise. It remains unclear whether masking only reduces Mandarin emotional prosody recognition accuracy or also alters emotion-confusion structure. We examined this issue with speech-shaped noise (SSN) and multi-talker babble (MTB). Thirty-six native Mandarin-speaking young adults identified semantically neutral sentences conveying happiness, sadness, anger, and surprise in silence and under SSN and MTB at 0 dB and -4 dB signal-to-noise ratios. Recognition accuracy was analyzed using trial-level generalized linear mixed-effects models, whereas confusion structure was assessed using confusion matrices, sadness-high-arousal boundary errors, and Net Flow, an index of directed target-response asymmetry. Accuracy declined under masking relative to silence, with the poorest performance in the MTB -4 dB condition. Across emotions, estimated accuracy was lowest for surprise and comparatively high for sadness. The MTB -4 dB condition increased sadness-high-arousal boundary errors; Net Flow characterized a source-like pattern for surprise and a more sink-like pattern for sadness, particularly in this condition. These findings suggest that background masking affects Mandarin emotional prosody perception not only by reducing recognition accuracy but also by altering directed response-error structure.

Indexed as

background maskingconfusion structureemotional prosodyMandarin Chinesemulti-talker babbleNet Flowspeech-shaped noise

Identifiers

PMID42792405
PMCPMC13603255

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.