The long-term objective of the proposed work is to understand variability in speech intelligibility, with the ultimate goal of developing speech intelligibility enhancement techniques for a wide range of talkers, listeners and communicative situations. The current objective is to explore variability in speech intelligibility through both listener adaptation to the talker and talker adaptation to the listener. In particular, we focus on the special case of speech communication between all possible combinations of native and non-native English talkers. This focus is in-line with current national and global trends towards increasing contact between native and non- native English speakers, and therefore stands to make both theoretical and practical contributions. Our central claim is that variability in overall speech intelligibility is a function of talker-listener sound structure alignment, which can be adjusted in a bi-directional, dynamic manner according to the current communicative conditions. We hypothesize that a mismatch of language background between interlocutors is a bi-directional source of speech intelligibility variability, as well as of cognitive-linguistic innovation. Two predictions of this hypothesis are: (1) variability in intelligibility is related to talker-listener alignment rather than a simple function of talker and/or listener target language proficiency (bi-directional intelligibility variability), and (2) both native and non-native speakers exhibit speech perception and production changes in response to exposure to native and non-native speech (bi-directional innovation).
The specific aims are:
Aim 1 : To develop a large corpus of speech produced by native and non-native speakers of English that includes both scripted and spontaneous, dialogue-based speech samples. The speakers will be carefully selected to cover a range of native language backgrounds and levels of English proficiency. Moreover, in the dialogue portion of the corpus, talkers will be paired in a principled manner, covering 4 different conversation pair types: 2 native talkers, 1 native and 1 non-native talker, 2 non-native talkers from the same language background, and 2 non-native talkers from different language backgrounds. The corpus will be fully transcribed and partially phonetically aligned, creating a valuable resource for the speech research community.
Aim 2 : To use this corpus to examine bi-directional talker-listener alignment at the level of speech production and perception. In a series of 3 planned experiments we will (i) examine foreign-accented speech intelligibility in relation to inter- and intra-talker acoustic-phonetic variability, (ii) compare overall communicative efficiency across all 4 types of conversation pairs, and (iii) compare the direction and extent of phonetic convergence in dialogues between conversation partners that vary with respect to their levels of proficiency in the target language (English) and in terms of their matched or mismatched native language backgrounds.

Public Health Relevance

By documenting and analyzing bi-directional adaptation under quasi-natural, laboratory-based conditions, this project stands to (a) add critical information to the empirical base on which theories and models of speech perception are built, and (b) forge a conceptual and empirical link between individual-level talker- listener alignment processes and population-level shifts in linguistic sound structure. Importantly, by focusing on the case of speech communication between interlocutors who do not share a mother tongue, the project will contribute basic information that can ultimately be used to enhance speech communication in the contemporary globalized setting. This issue is one of great clinical relevance as the number of non-native English speaking clients and providers in communication disorder clinics increases (as it will/already has in virtually all educational and commercial settings).

National Institute of Health (NIH)
National Institute on Deafness and Other Communication Disorders (NIDCD)
Research Project (R01)
Project #
Application #
Study Section
Language and Communication Study Section (LCOM)
Program Officer
Shekim, Lana O
Project Start
Project End
Budget Start
Budget End
Support Year
Fiscal Year
Total Cost
Indirect Cost
Northwestern University at Chicago
Schools of Arts and Sciences
United States
Zip Code
Cooper, Angela; Bradlow, Ann (2018) Training-induced pattern-specific phonetic adjustments by first and second language listeners. J Phon 68:32-49
Bradlow, Ann R; Kim, Midam; Blasingame, Michael (2017) Language-independent talker-specificity in first-language and second-language speech production by bilingual talkers: L1 speaking rate predicts L2 speaking rate. J Acoust Soc Am 141:886
Vaughn, Charlotte R; Bradlow, Ann R (2017) Processing Relationships Between Language-Being-Spoken and Other Speech Dimensions in Monolingual and Bilingual Listeners. Lang Speech 60:530-561
Brouwer, Susanne; Bradlow, Ann R (2016) The Temporal Dynamics of Spoken Word Recognition in Adverse Listening Conditions. J Psycholinguist Res 45:1151-60
Cooper, Angela; Bradlow, Ann R (2016) Linguistically guided adaptation to foreign-accented speech. J Acoust Soc Am 140:EL378
Wright, Beverly A; Baese-Berk, Melissa M; Marrone, Nicole et al. (2015) Enhancing speech learning by combining task practice with periods of stimulus exposure without practice. J Acoust Soc Am 138:928-37
Cooper, Angela; Brouwer, Susanne; Bradlow, Ann R (2015) Interdependent processing and encoding of speech and concurrent background noise. Atten Percept Psychophys 77:1342-57
Calandruccio, Lauren; Bradlow, Ann R; Dhar, Sumitrajit (2014) Speech-on-speech masking with variable access to the linguistic content of the masker speech for native and nonnative english speakers. J Am Acad Audiol 25:355-66
Burchfield, L Ann; Bradlow, Ann R (2014) Syllabic reduction in Mandarin and English speech. J Acoust Soc Am 135:EL270-6
Brouwer, Susanne; Bradlow, Ann R (2014) Contextual variability during speech-in-speech recognition. J Acoust Soc Am 136:EL26-32

Showing the most recent 10 out of 36 publications