{"title":"A Guide to Build (ING) GLMM Trees in Canadian Maritime English: Part 2, Linguistic Factors","authors":"Matt Hunt Gardner","doi":"10.1111/lnc3.70037","DOIUrl":"10.1111/lnc3.70037","url":null,"abstract":"<p>This second paper in a two-part methodological guide demonstrates how Generalised Linear Mixed Model (GLMM) tree analysis can be used to explore linguistic conditioning in sociolinguistic variation. Building on Part 1, which introduced the dataset and illustrated how GLMM trees reveal social patterning in (ING) variation, Part 2 focuses on the internal linguistic factors governing the alternation between [ɪn] and [ɪŋ] in Canadian Maritime English (CME). Using over 10,000 tokens from more than 300 speakers—the largest single-dialect (ING) dataset to date—this study shows how GLMM trees accommodate overlapping or collinear predictors such as grammatical category, phonological context, and lexical frequency. The analysis confirms the dominant morphological constraint (verbs favouring [ɪn], non-verbal forms favouring [ɪŋ]) and identifies additional phonological and frequency effects that emerge only in specific prosodic and lexical environments. These results demonstrate that GLMM trees offer a straightforward, statistically robust way to model complex sociolinguistic data while maintaining interpretability. The paper concludes by comparing hierarchical tree-based and ‘flat’ regression models, validating the stability of the GLMM trees through cross-validation, and highlighting how this approach can clarify the interplay of linguistic and social constraints in variationist research.</p>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://compass.onlinelibrary.wiley.com/doi/epdf/10.1111/lnc3.70037","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146224308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"From Psycholinguistics to Computer Vision. A Comprehensive Review of Object Naming Data and Studies","authors":"Alžběta Kučerová, Johann-Mattis List","doi":"10.1111/lnc3.70034","DOIUrl":"10.1111/lnc3.70034","url":null,"abstract":"<p>In recent years, much research has focused on what happens in the human brain when a perceptual stimulus, such as a picture, is converted into linguistic content, a word. This process is commonly referred to as object naming and is considered a crucial aspect of language processing, production, and cognition. It refers to the identification of an object with a word or phrase, as well as the psychometric method of investigating this human behavior to obtain insights into different aspects of human cognition and language, such as the organization of the mental lexicon, language acquisition, disorders, or cognitive aging. The ability to name objects is considered a fundamental skill in interpersonal communication and has long been studied in numerous disciplines, such as cognitive science, psycholinguistics, psychology, and, more recently, in computer vision and research on language and vision. In the latter two, object naming has become an extremely powerful tool, especially in the development and fine-tuning of multi-modal models, facilitating tasks such as visual question answering, image captioning tasks, object detection, or visual scene understanding. Our comprehensive, cross-linguistic review explores the key findings, commonly cited, and prominent datasets and their applications that establish object naming both in the past and now, as well as discusses its chances and challenges in future work.</p>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://compass.onlinelibrary.wiley.com/doi/epdf/10.1111/lnc3.70034","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146217010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Phonetics and Phonology of Voiceless Nasals","authors":"Naoki Ueta, Priyankoo Sarmah, Ai Mizoguchi","doi":"10.1111/lnc3.70036","DOIUrl":"https://doi.org/10.1111/lnc3.70036","url":null,"abstract":"<div>\u0000 \u0000 <p>Voiceless nasals are cross-linguistically rare speech sounds that remain understudied compared to their voiced counterparts. However, they offer insights that could refine our understanding of nasal consonant production and voicing patterns. This study provides an overview of the phonetic and phonological characteristics of voiceless nasals in the world's languages. First, we show the distribution of voiceless nasals in the world's languages, revealing that voiceless nasals are found in a variety of language families, although not in many languages. Next, we demonstrate the realization of voiceless nasals, showing that (i) at least two types can be observed from a phonetic perspective, (ii) voiceless nasal phonemes in several languages have allophonic variants, and (iii) several acoustic correlates—such as duration, strength of excitation, and fundamental frequency—are related to the production of voiceless nasals. We also discuss whether a voiceless nasal is a single phoneme or a consonant cluster. In addition, we illustrate that voiceless nasals can occur phonetically even in languages without phonemic voiceless nasals. Lastly, we present a case study of voiceless nasals in Tibeto-Burman languages of Northeast India, concluding that they are purely voiceless nasals, although several studies have noted that they are aspirated or breathy nasals.</p>\u0000 </div>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146135960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Phonetics and Phonology of Voiceless Nasals","authors":"Naoki Ueta, Priyankoo Sarmah, Ai Mizoguchi","doi":"10.1111/lnc3.70036","DOIUrl":"10.1111/lnc3.70036","url":null,"abstract":"<div>\u0000 \u0000 <p>Voiceless nasals are cross-linguistically rare speech sounds that remain understudied compared to their voiced counterparts. However, they offer insights that could refine our understanding of nasal consonant production and voicing patterns. This study provides an overview of the phonetic and phonological characteristics of voiceless nasals in the world's languages. First, we show the distribution of voiceless nasals in the world's languages, revealing that voiceless nasals are found in a variety of language families, although not in many languages. Next, we demonstrate the realization of voiceless nasals, showing that (i) at least two types can be observed from a phonetic perspective, (ii) voiceless nasal phonemes in several languages have allophonic variants, and (iii) several acoustic correlates—such as duration, strength of excitation, and fundamental frequency—are related to the production of voiceless nasals. We also discuss whether a voiceless nasal is a single phoneme or a consonant cluster. In addition, we illustrate that voiceless nasals can occur phonetically even in languages without phonemic voiceless nasals. Lastly, we present a case study of voiceless nasals in Tibeto-Burman languages of Northeast India, concluding that they are purely voiceless nasals, although several studies have noted that they are aspirated or breathy nasals.</p>\u0000 </div>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146135939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lauren Gawne, Martha Tsutsui Billins, Sarah M. Dopierala, Leah Velleman, Gretchen McCulloch
{"title":"Who Listens to Linguistics Podcasting? A Survey of Lingthusiasm Listeners","authors":"Lauren Gawne, Martha Tsutsui Billins, Sarah M. Dopierala, Leah Velleman, Gretchen McCulloch","doi":"10.1111/lnc3.70030","DOIUrl":"https://doi.org/10.1111/lnc3.70030","url":null,"abstract":"<div>\u0000 \u0000 <p>Podcasting is now an established entertainment medium, and is a useful platform for content that can find a niche global audience outside of traditional broadcast media. Linguistics is one topic that benefits from this model of internet distribution. Linguistics podcasting can serve both educational and entertainment aims, with audiences that encompass non-linguists interested in scicomm-adjacent topics as well as linguistics students and educators in secondary and tertiary education. To better understand these heterogeneous audience(s) for linguistics podcasts, this article presents survey data for listeners of the Lingthusiasm podcast (2024, 963 participants). We explore survey participant demographic data, as well as people's relationship to both formal linguistics education and linguistics as a topic of general interest. We show that the distinction between general and academic audiences is complex, and that there are audience segments that are highly-engaged auto-didacts. These results demonstrate the value of linguistics podcasting both as an educational resource and in advancing awareness of linguistics for new audiences.</p>\u0000 </div>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"20 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146130037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}