Anna Mai

Publications

Displaying 1 - 8 of 8
  • Coopmans, C. W., Mai, A., & Martin, A. E. (2024). “Not” in the brain and behavior. PLOS Biology, 22: e3002656. doi:10.1371/journal.pbio.3002656.
  • Mai, A., Riès, S., Ben-Haim, S., Shih, J. J., & Gentner, T. Q. (2024). Acoustic and language-specific sources for phonemic abstraction from speech. Nature Communications, 15: 677. doi:10.1038/s41467-024-44844-9.

    Abstract

    Spoken language comprehension requires abstraction of linguistic information from speech, but the interaction between auditory and linguistic processing of speech remains poorly understood. Here, we investigate the nature of this abstraction using neural responses recorded intracranially while participants listened to conversational English speech. Capitalizing on multiple, language-specific patterns where phonological and acoustic information diverge, we demonstrate the causal efficacy of the phoneme as a unit of analysis and dissociate the unique contributions of phonemic and spectrographic information to neural responses. Quantitive higher-order response models also reveal that unique contributions of phonological information are carried in the covariance structure of the stimulus-response relationship. This suggests that linguistic abstraction is shaped by neurobiological mechanisms that involve integration across multiple spectro-temporal features and prior phonological information. These results link speech acoustics to phonology and morphosyntax, substantiating predictions about abstractness in linguistic theory and providing evidence for the acoustic features that support that abstraction.

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  • Meinhardt, E., Mai, A., Baković, E., & McCollum, A. (2024). Weak determinism and the computational consequences of interaction. Natural Language & Linguistic Theory, 42, 1191-1232. doi:10.1007/s11049-023-09578-1.

    Abstract

    Recent work has claimed that (non-tonal) phonological patterns are subregular (Heinz 2011a,b, 2018; Heinz and Idsardi 2013), occupying a delimited proper subregion of the regular functions—the weakly deterministic (WD) functions (Heinz and Lai 2013; Jardine 2016). Whether or not it is correct (McCollum et al. 2020a), this claim can only be properly assessed given a complete and accurate definition of WD functions. We propose such a definition in this article, patching unintended holes in Heinz and Lai’s (2013) original definition that we argue have led to the incorrect classification of some phonological patterns as WD. We start from the observation that WD patterns share a property that we call unbounded semiambience, modeled after the analogous observation by Jardine (2016) about non-deterministic (ND) patterns and their unbounded circumambience. Both ND and WD functions can be broken down into compositions of deterministic (subsequential) functions (Elgot and Mezei 1965; Heinz and Lai 2013) that read an input string from opposite directions; we show that WD functions are those for which these deterministic composands do not interact in a way that is familiar from the theoretical phonology literature. To underscore how this concept of interaction neatly separates the WD class of functions from the strictly more expressive ND class, we provide analyses of the vowel harmony patterns of two Eastern Nilotic languages, Maasai and Turkana, using bimachines, an automaton type that represents unbounded bidirectional dependencies explicitly. These analyses make clear that there is interaction between deterministic composands when (and only when) the output of a given input element of a string is simultaneously dependent on information from both the left and the right: ND functions are those that involve interaction, while WD functions are those that do not.
  • Coopmans, C. W., Mai, A., Slaats, S., Weissbart, H., & Martin, A. E. (2023). What oscillations can do for syntax depends on your theory of structure building. Nature Reviews Neuroscience, 24, 723. doi:10.1038/s41583-023-00734-5.
  • Mai, A., Riès, A. M., Ben-Haim, S., Shih, J., & Gentner, T. (2022). Phonological Contrasts Are Maintained Despite Neutralization: an Intracranial EEG Study. Proceedings of the Linguistic Society of America: Proceedings of the 2021 Annual Meeting on Phonology, 9. doi:10.3765/amp.v9i0.5197.

    Abstract

    The existence of language-specific abstract sound-structure units (such as the phoneme) is largely uncontroversial in phonology. However, whether the brain performs abstractions comparable to those assumed in phonology has been difficult to ascertain. Using intracranial electroencephalography (EEG) recorded during a passive listening task, this study investigates the representation of phonological units in the brain and the relationship between those units, auditory sensory input, and higher levels of language organization, namely morphology. Leveraging the phonological neutralization of coronal stops to tap in English, this study provides evidence of a dissociation between acoustic similarity and phonemic identity in the neural response to speech. Moreover, leveraging morphophonological alternations of the regular plural and past tense, this study further demonstrates early (<500ms) evidence of dissociation between phonological form and morphological exponence. Together these results highlight the central nature of language-specific knowledge in sublexical language processing and improve our understanding of the ways language-specific knowledge structures and organizes speech perception in the brain.
  • Sainburg, T., Mai, A., & Gentner, T. Q. (2022). Long-range sequential dependencies precede complex syntactic production in language acquisition. Proceedings of the Royal Society B: Biological Sciences, 289: 20212657. doi:10.1098/rspb.2021.2657.

    Abstract

    To convey meaning, human language relies on hierarchically organized, long-
    range relationships spanning words, phrases, sentences and discourse. As the
    distances between elements (e.g. phonemes, characters, words) in human
    language sequences increase, the strength of the long-range relationships
    between those elements decays following a power law. This power-law
    relationship has been attributed variously to long-range sequential organiz-
    ation present in human language syntax, semantics and discourse structure.
    However, non-linguistic behaviours in numerous phylogenetically distant
    species, ranging from humpback whale song to fruit fly motility, also demon-
    strate similar long-range statistical dependencies. Therefore, we hypothesized
    that long-range statistical dependencies in human speech may occur indepen-
    dently of linguistic structure. To test this hypothesis, we measured long-range
    dependencies in several speech corpora from children (aged 6 months–
    12 years). We find that adult-like power-law statistical dependencies are present
    in human vocalizations at the earliest detectable ages, prior to the production of
    complex linguistic structure. These linguistic structures cannot, therefore, be
    the sole cause of long-range statistical dependencies in language
  • Mai, A. (2020). Phonetic effects of onset complexity on the English syllable. Laboratory phonology, 11(1): 4. doi:10.5334/labphon.148.

    Abstract

    Although onsets do not arbitrate stress placement in English categorically, results from Kelly (2004) and Ryan (2014) suggest that English stress assignment is nevertheless sensitive to onset complexity. Phonetic work on languages in which onsets participate in categorical weight criteria shows that onsets contribute to stress assignment through their phonetic impact on the nucleus, primarily through their effect on nucleus energy (Gordon, 2005). Onsets in English probabilistically participate in weight-based processes, and here it is predicted that they impact the phonetic realization of the syllable similar to the way that onsets do in languages with categorical onset weight criteria. To test this prediction, speakers in this study produced monosyllabic English words varying in onset complexity, and measures of duration, intensity, and f0 were collected. Results of the current study are consistent with the predictions of Gordon’s perceptual account of categorical weight, showing that integrated intensity of the rime is incapable of driving onset weight behavior in English. Furthermore, results indicate that onsets impact the shape of the intensity envelope in a manner consistent with explanations for gradient onset weight that appeal to onset influence on the perceptual center (Ryan, 2014). Together, these results show that cues to gradient weight act independently of primary cues to categorical weight to probabilistically impact weight sensitive stress assignment in English.
  • McCollum, A. G., Baković, E., Mai, A., & Meinhardt, E. (2020). Unbounded circumambient patterns in segmental phonology. Phonology, 37, 215-255. doi:10.1017/S095267572000010X.

    Abstract

    We present an empirical challenge to Jardine's (2016) assertion that only tonal spreading patterns can be unbounded circumambient, meaning that the determination of a phonological value may depend on information that is an unbounded distance away on both sides. We focus on a demonstration that the ATR harmony pattern found in Tutrugbu is unbounded circumambient, and we also cite several other segmental spreading processes with the same general character. We discuss implications for the complexity of phonology and for the relationship between the explanation of typology and the evaluation of phonological theories.

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