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Human Language Processing Lab

@hlplab.bsky.social
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Human Language Processing Lab @hlplab.bsky.social · 15/06/2026
Congratulations to Anna Persson (www.linkedin.com/posts/anna-p...) and Maria Lialiou @marialialiou.bsky.social on their outstanding theses, now awarded the 2025 PhD Thesis Award of the International Phonetic Association. Well deserved!
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Human Language Processing Lab @hlplab.bsky.social · 15/06/2026
Thanks for the shout-out @timoroettger.bsky.social ! This was Maryann's first thesis study (originally intended as an experiment-only study). It turned out to be a really interesting journey to understand what seeming replication failures can tell us if we try to look beyond effects at *theories*.
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Human Language Processing Lab @hlplab.bsky.social · 20/05/2026
On top of the analyses reported in the paper, we conducted fully Bayesian analyses of trial-level behavior using a multilevel psychometric model to combine the data from all subjects (using @paulbuerkner.com 's R library brms). Ping me if interested in the code! I think this approach is the future.
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Human Language Processing Lab @hlplab.bsky.social · 20/05/2026
Now out in @elife.bsky.social: exogenous attentional gains in the fovea are modulated by spatial frequency, similar to extra-foveal gains elifesciences.org/reviewed-pre.... This collab w/ Yue Guzhang & Martina Poletti @aplabur.bsky.social @uor-braincogsci.bsky.social was extra fun. I learned a ton!
elifesciences.org
Frequency-dependent modulation of foveal contrast sensitivity by fine-scale exogenously triggered attention
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Human Language Processing Lab @hlplab.bsky.social · 12/12/2025
OSF with all stimuli, data, & code as well as detailed supplementary information: osf.io/2asgw/overview. Linked Github repo: github.com/hlplab/Causa...
osf.io
OSF
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Human Language Processing Lab @hlplab.bsky.social · 12/12/2025
Congrats to @brainnotonyet.bsky.social alumni Shawn Cummings, @gekagrob.bsky.social & Menghan Yan. Out in JEP:LMC @apajournals.bsky.social: listeners compensate perception of spectral (acoustic) cues based on visually-evident consequences of a pen in mouth of the speaker! dx.doi.org/10.1037/xlm0...
dx.doi.org
APA PsycNet
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Human Language Processing Lab @hlplab.bsky.social · 17/10/2025
Very cool new accent-relatedness visualization, examples, and some insightful observations accent-explorer.boldvoice.com
accent-explorer.boldvoice.com
How AI Hears Accents
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Human Language Processing Lab @hlplab.bsky.social · 01/10/2025
Looking for researchers in computational neuroscience and cognition (incl. language, learning, development, decision-making) to join our faculty!
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Reposted by Human Language Processing Lab
Matt Goldrick @mattgoldrick.bsky.social · 12/09/2024
Review starts 11/1: Asst. prof. (tenure track), human cognition, Brain and CogSci, U Rochester www.sas.rochester.edu/bcs/jobs/fac...
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Human Language Processing Lab @hlplab.bsky.social · 30/09/2025
New R library STM github.com/santiagobarr... by Santiago Barreda that implements Nearey & Assmann's PST model of vowel perception, and a fully Bayesian extension (the BSTM). Easy to use and to apply to your data. It's also what we used in our recent paper www.degruyterbrill.com/document/doi...
github.com
GitHub - santiagobarreda/STM: The 'STM' (Sliding Template Model) R Package
The 'STM' (Sliding Template Model) R Package. Contribute to santiagobarreda/STM development by creating an account on GitHub.
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Human Language Processing Lab @hlplab.bsky.social · 30/09/2025
As we write, Nearey & Assmann's PSTM presents a "groundbreaking idea [...], with far-reaching consequences for research from typology to sociolinguistics to speech perception … and few seem to know of it." We hope this paper can help change that! OSF osf.io/tpwmv/ 3/3
osf.io
OSF | Sign in
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Human Language Processing Lab @hlplab.bsky.social · 30/09/2025
Nearey & Assmann's PSTM (2007, www.google.com/books/editio...) remains the only fully incremental model of formant normalization, conducting joint inference over both the talker's normalization parameters (*who*'s talking) and the vowel category (*what* they are saying). 2/3
google.com
Experimental Approaches to Phonology
This wide-ranging survey of experimental methods in phonetics and phonology shows the insights and results provided by different methods of investigation, including laboratory-based, statistical, psyc...
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Human Language Processing Lab @hlplab.bsky.social · 30/09/2025
New work w/ Santiago Barreda: www.degruyterbrill.com/document/doi... .We reintroduce Nearey & Assmann's seminal probabilistic sliding template model (PSTM), visualize its workings, & find that it predicts human vowel perception with high accuracy, far outperforming other normalization models 1/3
degruyterbrill.com
Reintroducing and testing the Probabilistic Sliding Template Model of vowel perception
Normalization of the speech signal onto comparatively invariant phonetic representations is critical to speech perception. Assumptions about this process also play a central role in phonetics and phon...
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Human Language Processing Lab @hlplab.bsky.social · 30/09/2025
DL captures human speech perception both *qualitatively* & *quantitatively* (R2>96%) for over 400 combinations of exposure and test items. Yet, previous DL models fail to capture important limitations. Specifically, we find that DL seems to proceed by remixing prev experience 2/2
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Human Language Processing Lab @hlplab.bsky.social · 30/09/2025
Very excited about this: putting distributional learning (DL) models of adaptive speech perception to a strong, informative test sciencedirect.com/science/arti... by Maryann Tan. We use Bayesian ideal observers & adapters to assess whether DL predicts rapid changes in speech perception 1/2
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Human Language Processing Lab @hlplab.bsky.social · 25/02/2025
This has been a really eye-opening collaboration that made me realize how little I knew about the auditory system, the normalization of spectral information, & the consequences of making problematic assumptions about the perceptual basis of speech perception when building (psycho)linguistic models!
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Human Language Processing Lab @hlplab.bsky.social · 25/02/2025
This is the final paper from Anna Persson's thesis (www.researchgate.net/profile/Anna...) w/ Santiago Barreda (linguistics.ucdavis.edu/people/santi...). Article & SI fully written in #rmarkdown. All data, experiment code, & analyses available on OSF osf.io/zemwn/ #reproducibility
researchgate.net
Anna PERSSON | Lecturer | Doctor of Philosophy | Stockholm University, Stockholm | SU | Department of Swedish Language and Multilingualism | Research profile
Lecturer in Swedish as second language at the Department of Swedish Language and Multilingualism, Stockholm University.
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Human Language Processing Lab @hlplab.bsky.social · 25/02/2025
Excited to see this out in JASA @asa-news.bsky.social: doi.org/10.1121/10.0.... provides a large-scale evaluation of formant normalization accounts as a model of vowel perception. @uor-braincogsci.bsky.social
researchgate.net
Anna PERSSON | Lecturer | Doctor of Philosophy | Stockholm University, Stockholm | SU | Department of Swedish Language and Multilingualism | Research profile
Lecturer in Swedish as second language at the Department of Swedish Language and Multilingualism, Stockholm University.
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Human Language Processing Lab @hlplab.bsky.social · 25/02/2025
Together w/ @wbushong.bsky.social's recent paper bsky.app/profile/wbus..., this lays out the road ahead for careful research on information maintenance during speech perception. The discussion in Wednesday's paper identifies strong assumptions made in this line of work that might not be warranted.
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Human Language Processing Lab @hlplab.bsky.social · 25/02/2025
Data and code available on OSF osf.io/cypg3/
osf.io
Bushong & Jaeger. Changes in informativity of sentential context affects its integration with subcategorical information about preceding speech
Hosted on the Open Science Framework
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Human Language Processing Lab @hlplab.bsky.social · 25/02/2025
All experiment code, analyses, and trial-level data available on OSF osf.io/6fng2/.
osf.io
Bicknell, Bushong, Tanenhaus, & Jaeger (2024). Maintenance of subcategorical information during speech perception: revisiting misunderstood limitations.
Accurate word recognition is facilitated by context. Some relevant context, however, occurs after the word. Rational use of such “right context” would require listeners to have maintained uncertainty ...
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Human Language Processing Lab @hlplab.bsky.social · 25/02/2025
By comparing against ideal observer baselines, we identify a reliable, previously unrecognized pattern in listeners' responses that is unexpected under any existing theory. We present simulations that suggest that this pattern can emerge under ideal information maintenance w/ attentional lapses. 3/n
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Human Language Processing Lab @hlplab.bsky.social · 25/02/2025
We present Bayesian GLMMs, ideal observer analyses, two re-analyses of previous studies and two new experiments. All data clearly reject the idea that uncertainty maintenance during speech perception is limited to ambiguous inputs or short-lived. 2/n
osf.io
Bicknell, Bushong, Tanenhaus, & Jaeger (2024). Maintenance of subcategorical information during speech perception: revisiting misunderstood limitations.
Accurate word recognition is facilitated by context. Some relevant context, however, occurs after the word. Rational use of such “right context” would require listeners to have maintained uncertainty ...
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Human Language Processing Lab @hlplab.bsky.social · 25/02/2025
Now out: exciting work w/ Klinton Bicknell, @wbushong.bsky.social, & Mike Tanenhaus www.sciencedirect.com/science/arti.... It's a massive tour-de-force, revisiting several misunderstood 'limitations' of information maintenance during spoken language understanding. @uor-braincogsci.bsky.social
sciencedirect.com
Maintenance of subcategorical information during speech perception: Revisiting misunderstood limitations
Accurate word recognition is facilitated by context. Some relevant context, however, occurs after the word. Rational use of such “right context” would…
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Human Language Processing Lab @hlplab.bsky.social · 25/02/2025
@uor-braincogsci.bsky.social
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Human Language Processing Lab @hlplab.bsky.social · 18/02/2025
We also revisits long-held assumptions about how we study the maintenance of perceptual information during spoken language understanding. We discuss why most evidence for such maintenance is actually compatible with simpler explanations. 2/2
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Human Language Processing Lab @hlplab.bsky.social · 18/02/2025
New work by @wbushong.bsky.social out in JEP:LMC: listeners might strategically moderate maintenance of perceptual information during spoken language understanding based on the expected informativity of subsequent context. 1/2
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Human Language Processing Lab @hlplab.bsky.social · 16/12/2024
SFB-funded Collaborative Research Centre “Prominence in Language” at U Cologne, Germany offers junior & senior research fellowships for 1-6 months between 04-12/2025 (1800-2500 Euro/month) sfb1252.uni-koeln.de/en/ (20 projects in prosody, morphosyntax & semantics, text & discourse structure)
sfb1252.uni-koeln.de
CRC Prominence in Language
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Human Language Processing Lab @hlplab.bsky.social · 16/12/2024
Select Institute for Collaborative Innovation as your application unit. Apply by 1/28/25 career.admo.um.edu.mo
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Human Language Processing Lab @hlplab.bsky.social · 16/12/2024
Join Andriy Myachykov in Macau =): U Macau invites applications for research assistant professor & postdoctoral fellows under UM Talent Programme aiming to attract high-calibre talents---including in neuroscience & cognitive science at UM Center for Cognitive & Brain Sciences (ccbs.ici.um.edu.mo).
ccbs.ici.um.edu.mo
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Recent News and Events Research Highlight
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Reposted by Human Language Processing Lab
Coraline Rinn Iordan @coralineiordan.bsky.social · 04/12/2024
New paper story time (now out in PNAS)! We developed a method that caused people to learn new categories of visual objects, not by teaching them what the categories were, but by changing how their brains worked when they looked at individual objects in those categories. www.pnas.org/doi/10.1073/...
pnas.org
Sculpting new visual categories into the human brain | PNAS
Learning requires changing the brain. This typically occurs through experience, study, or instruction. We report an alternate route for humans to a...
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Human Language Processing Lab @hlplab.bsky.social · 07/12/2024
Link to whole thesis www.diva-portal.org/smash/record...
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Human Language Processing Lab @hlplab.bsky.social · 07/12/2024
Article 3 (currently under review at JASA) evaluates over a dozen of the most popular normalization accounts against the perception of English vowels & finds that some of the computationally most parsimonious accounts predict human behavior best. osf.io/zemwn/
osf.io
Persson, A., Barreda, S. & Jaeger, T. F. Comparing accounts of formant normalization against US English listeners' vowel perception
This is the OSF for a paper that evaluates normalization accounts against US English vowel perception data. All data and code used to generate the article is available here. Hosted on the Open Sc...
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Human Language Processing Lab @hlplab.bsky.social · 07/12/2024
Article 2 in Frontiers develops a general computational framework to evaluate accounts of formant normalization, and the predictions they make for perception www.frontiersin.org/journals/psy.... The article also discusses under-appreciated shortcomings of popular approaches to such comparisons.
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Human Language Processing Lab @hlplab.bsky.social · 07/12/2024
Article 1 in Phonetica provides an in-depth characterization of the very dense vowel space of Central Swedish www.degruyter.com/document/doi...
degruyter.com
The acoustic characteristics of Swedish vowels
The Swedish vowel space is relatively densely populated with 21 categories that differ in quality and quantity. Existing descriptions of the entire space rest on recordings made in the late 1990s or e...
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Human Language Processing Lab @hlplab.bsky.social · 07/12/2024
Congratulations to Anna Persson (www.su.se/english/prof...) on defending her thesis at @stockholmuni.bsky.social! Fantastic work, thorough & insightful, a must-read for anyone interested in the auditory mechanisms supporting robust speech perception across talkers. www.linkedin.com/posts/floria...
linkedin.com
Florian Jaeger on LinkedIn: Congratulations to Anna Persson on a great thesis! It has been a lot of…
Congratulations to Anna Persson on a great thesis! It has been a lot of fun to be part of this project over the last five years, I learned a lot, and it was…
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