Wide Incremental learning with Discrimination nEtworks

Publications

Conference proceedings (14)

Recurrent Gradient-based Motor Inference for Speech Resynthesis with a Vocal Tract Simulator

Author(s): Sering, Konstantin; Schmidt-Barbo, Paul; Otte, Sebastian; Butz, Martin V.; Baayen, Harald
Published in: Proceedings of the 12th International Seminar on Speech Production (ISSP 2020), virtual meeting, 2021
Publisher: Haskins Press
DOI: 10.5281/zenodo.4687055

Does error-driven learning occur in the absence of cues? Examination of the effects of updating connection weights to absent cues

Author(s): Nixon, Jessie S.; Poelstra, Sanne; van Rij, Jacolien
Published in: Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 1, 2022, Page(s) 2590--2597
Publisher: eScholarship
DOI: 10.5281/zenodo.6983116

Learning from the acoustic signal: Error-driven learning of low-level acoustics discriminates vowel and consonant pairs

Author(s): Nixon, Jessie S.; Tomaschek, Fabian
Published in: Learning from the acoustic signal: Error-driven learning of low-level acoustics discriminates vowel and consonant pairs, 1, 2020, Page(s) 585 – 591
Publisher: Cognitive Science Society
DOI: 10.5281/zenodo.3992584

Predictive articulatory speech synthesis with semantic discrimination

Author(s): Schmidt-Barbo, Paul; Shafaei-Bajestan, Elnaz; Sering, Konstantin
Published in: Studientexte zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung 2021, 1, 2021, Page(s) 177-184
Publisher: TUDpress
DOI: 10.5281/zenodo.4656099

Comparing KEC Recordings with Resynthesized EMA Data

Author(s): Sering, Konstantin; Tomaschek, Fabian
Published in: Comparing KEC Recordings with Resynthesized EMA Data, 1, 2020, Page(s) 77-84
Publisher: TUDpress
DOI: 10.5281/zenodo.4115937

Semantic Vector Model on the Indonesian Prefixes pe- and peN-

Author(s): Denistia, Karlina; Shafaei-Bajestan, Elnaz; Baayen, R. Harald
Published in: Proceedings of the 11th International Conference on the Mental Lexicon, 1, 2019, Page(s) 1-4
Publisher: ERA (Education and Research Archive)
DOI: 10.7939/r3-s6b9-cm04

Wide Learning for Auditory Comprehension

Author(s): Elnaz Shafaei-Bajestan, R. Harald Baayen
Published in: Interspeech 2018, 02.09.2018, 2018, Page(s) 966-970
Publisher: ISCA
DOI: 10.21437/interspeech.2018-2420

Effective Acoustic Cue Learning Is Not Just Statistical, It Is Discriminative

Author(s): Jessie S. Nixon
Published in: Interspeech 2018, 02.09.2018, 2018, Page(s) 1447-1451
Publisher: ISCA
DOI: 10.21437/interspeech.2018-1024

Neural Response Development During Distributional Learning

Author(s): Natalie Boll-Avetisyan, Jessie S. Nixon, Tomas O. Lentz, Liquan Liu, Sandrien van Ommen, Çağri Çöltekin, Jacolien van Rij
Published in: Interspeech 2018, 02.09.2018, 2018, Page(s) 1432-1436
Publisher: ISCA
DOI: 10.21437/interspeech.2018-2072

On the processing of nonwords in word naming and auditory lexical decision

Author(s): Chuang, Yu-Ying; Vollmer, Marie-lenka; Shafaei-Bajestan, Elnaz; Gahl, Susanne; Hendrix, Peter; Baayen, Rolf Harald
Published in: Proceedings ICPhS 2019, Melbourne, Australia, 05.08.2019, 2019
Publisher: Australasian Speech Science and Technology Association Inc.
DOI: 10.5281/zenodo.3369096

Geographical variation of the merging between dental and retroflex sibilants in Taiwan Mandarin

Author(s): Chuang, Yu-Ying; Sun, Ching-Chu; Fon, Janice; Baayen, Rolf Harald
Published in: Proceedings ICPhS 2019, Melbourne, Australia, 05.08.2019, 2019
Publisher: Australasian Speech Science and Technology Association Inc.
DOI: 10.5281/zenodo.3369120

Anticipatory coarticulation in predictive articulatory speech modeling

Author(s): Sering, Konstantin; Tomaschek, Fabian; Saito, Motoki
Published in: Studientexte zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung 2021, 1, 2021, Page(s) 208-215
Publisher: TUDpress
DOI: 10.5281/zenodo.4650412

Resynthesizing the GECO speech corpus with VocalTractLab

Author(s): Sering, Konstantin; Stehwien, Niels; Gao, Yingming; Butz, Martin V.; Baayen, R. Harald
Published in: Studientexte zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung 2019, 2019, 2019, Page(s) 95-102
Publisher: TUDpress
DOI: 10.5281/zenodo.4115331

Relative functional load determines co-articulatory movements of the tongue tip

Author(s): Saito, Motoki; Tomaschek, Fabian; Baayen, R. Harald
Published in: Proceedings of the 12th International Seminar on Speech Production (ISSP 2020), 1, 2021, Page(s) 210-213
Publisher: Haskins Press
DOI: 10.5281/zenodo.5105947

Other (6)

Pyndl: Naive discriminative learning in python

Author(s): Sering, K., Weitz, M., Künstle, D.-E., and Schneider, L.
Published in: GitHub, 2018
Publisher: Zenodo
DOI: 10.5281/zenodo.597964

paule - Predictive Articulatory speech synthesis Utilizing Lexical Embeddings (v0.2.0

Author(s): Konstantin Sering, & Paul Schmidt-Barbo
Published in: GitHub, 2022
Publisher: Microsoft
DOI: 10.5281/zenodo.7252432

MegamindHenry / JudiLing.jl

Author(s): Xuefeng Luo, Yu-Ying Chuang, Maria Heitmeier, & Harald Baayen
Published in: GitHub, 2022
Publisher: Microsoft
DOI: 10.5281/zenodo.7260198

Are You Listening? Teaching a Machine to Understand Speech

Author(s): Baayen, R. H.
Published in: Scientia, 13.02.2019, 2019
Publisher: Scientia – Science Diffusion

Understanding and producing words with high-school maths

Author(s): Baayen, R. H.
Published in: Open Access Government, 23, 2019, Page(s) 424-425
Publisher: Adjacent Digital Politics Ltd.

Create_vtl_corpus: Synthesizing a speech corpus with VocalTractLab

Author(s): Sering, K., Stehwien, N., and Gao, Y.
Published in: GitHub, 2020
Publisher: Zenodo
DOI: 10.5281/zenodo.2548894

Peer reviewed articles (21)

The evolutionary pattern of language in scientific writings: A case study of Philosophical Transactions of Royal Society (1665–1869)

Author(s): Kun Sun, Haitao Liu, Wenxin Xiong
Published in: Scientometrics, 2020, Page(s) 1-30, ISSN 0138-9130
Publisher: Akademiai Kiado
DOI: 10.1007/s11192-020-03816-8

Hyphenation as a compounding technique in English

Author(s): Kun Sun, R. Harald Baayen
Published in: Language Sciences, 83, 2021, Page(s) 101326, ISSN 0388-0001
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.langsci.2020.101326

Modeling morphology with Linear Discriminative Learning: considerations and design choices

Author(s): Heitmeier, M., Chuang, Y-Y., Baayen, R. H.
Published in: Frontiers in Psychology, 2021, ISSN 1664-1078
Publisher: Frontiers Research Foundation
DOI: 10.3389/fpsyg.2021.720713

Prediction and error in early infant speech learning: A speech acquisition model

Author(s): Jessie S. Nixon, Fabian Tomaschek
Published in: Cognition, 212, 2021, Page(s) 104697, ISSN 0010-0277
Publisher: Elsevier BV
DOI: 10.1016/j.cognition.2021.104697

Frequency distributions of punctuation marks in English

Author(s): Kun Sun, Rong Wang
Published in: English Today, 35/4, 2019, Page(s) 23-35, ISSN 0266-0784
Publisher: Cambridge University Press
DOI: 10.1017/S0266078418000512

A note on the modeling of the effects of experimental time in psycholinguistic experiments

Author(s): Baayen, R. Harald; Fasiolo, Matteo; Wood, Simon; Chuang, Yu-Ying
Published in: The Mental Lexicon, 2, 2022, ISSN 1871-1375
Publisher: Benjamins
DOI: 10.1075/ml.21012.baa

Exploring semantic differences between the Indonesian prefixes PE- and PEN- using a vector space model

Author(s): Karlina Denistia, Elnaz Shafaei-Bajestan, R. Harald Baayen
Published in: Corpus Linguistics and Linguistic Theory, 0/0, 2021, Page(s) 1-26, ISSN 1613-7027
Publisher: Mouton de Gruyter
DOI: 10.1515/cllt-2020-0023

Bilingual and Multilingual Mental Lexicon: A Modeling Study With Linear Discriminative Learning

Author(s): Yu‐Ying Chuang, Melanie J. Bell, Isabelle Banke, R. Harald Baayen
Published in: Language Learning, 2020, Page(s) 1-73, ISSN 0023-8333
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/lang.12435

Investigating genre distinctions through discourse distance and discourse network

Author(s): Kun Sun, Rong Wang, Wenxin Xiong
Published in: Corpus Linguistics and Linguistic Theory, 0/0, 2021, Page(s) 1-26, ISSN 1613-7027
Publisher: Mouton de Gruyter
DOI: 10.1515/cllt-2020-0064

LDL-AURIS: a computational model, grounded in error-driven learning, for the comprehension of single spoken words

Author(s): Shafaei-Bajestan, Elnaz; Moradipour-Tari, Masoumeh; Uhrig, Peter; Baayen, R. Harald
Published in: Language, Cognition and Neuroscience, 1, 2021, Page(s) 1-28, ISSN 2327-3801
Publisher: Taylor & Francis
DOI: 10.1080/23273798.2021.1954207

Inflectional morphology with linear mappings

Author(s): Harald Baayen, Yu-Ying Chuang, James P. Blevins
Published in: The Mental Lexicon, 13/2, 2018, Page(s) 230-268, ISSN 1871-1340
Publisher: John Benjamins Publishing Company
DOI: 10.1075/ml.18010.baa

The Discriminative Lexicon: A Unified Computational Model for the Lexicon and Lexical Processing in Comprehension and Production Grounded Not in (De)Composition but in Linear Discriminative Learning

Author(s): R. Harald Baayen, Yu-Ying Chuang, Elnaz Shafaei-Bajestan, James P. Blevins
Published in: Complexity, 2019, 2019, Page(s) 1-39, ISSN 1076-2787
Publisher: John Wiley & Sons Inc.
DOI: 10.1155/2019/4895891

Language comprehension as a multi-label classification problem

Author(s): Konstantin Sering, Petar Milin, R. Harald Baayen
Published in: Statistica Neerlandica, 72/3, 2018, Page(s) 339-353, ISSN 0039-0402
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/stan.12134

On the semantics of nonwords and their lexical category.

Author(s): Giovanni Cassani, Yu-Ying Chuang, R. Harald Baayen
Published in: Journal of Experimental Psychology: Learning, Memory, and Cognition, 18.07.2019, 2019, ISSN 0278-7393
Publisher: American Psychological Association
DOI: 10.1037/xlm0000747

How the Probabilistic Structure of Grammatical Context Shapes Speech

Author(s): Maja Linke, Michael Ramscar
Published in: Entropy, 22/1, 2020, Page(s) 90, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e22010090

Modeling Morphological Priming in German With Naive Discriminative Learning

Author(s): R. Harald Baayen, Eva Smolka
Published in: Frontiers in Communication, 5, 2020, Page(s) 1-17, ISSN 2297-900X
Publisher: Frontiers Media S. A.
DOI: 10.3389/fcomm.2020.00017

The processing of pseudoword form and meaning in production and comprehension: A computational modeling approach using linear discriminative learning

Author(s): Yu-Ying Chuang, Marie Lenka Vollmer, Elnaz Shafaei-Bajestan, Susanne Gahl, Peter Hendrix, R. Harald Baayen
Published in: Behavior Research Methods, 2020, Page(s) 1-51, ISSN 1554-3528
Publisher: Springer
DOI: 10.3758/s13428-020-01356-w

Of mice and men: Speech sound acquisition as discriminative learning from prediction error, not just statistical tracking

Author(s): Jessie S. Nixon
Published in: Cognition, 197, 2020, Page(s) 104081, ISSN 0010-0277
Publisher: Elsevier BV
DOI: 10.1016/j.cognition.2019.104081

Predicting native Chinese readers' perception of sentence boundaries in written Chinese texts

Author(s): Sun, Kun; Lu, Xiaofei
Published in: Reading and Writing, 1, 2022, ISSN 1573-0905
Publisher: Springer
DOI: 10.1007/s11145-022-10272-8

NDRA: A single route model of response times in the reading aloud task based on discriminative learning

Author(s): Peter Hendrix, Michael Ramscar, Harald Baayen
Published in: PLOS ONE, 14/7, 2019, Page(s) e0218802, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0218802

Paradigmatic enhancement of stem vowels in regular English inflected verb forms

Author(s): Fabian Tomaschek, Benjamin V. Tucker, Michael Ramscar, R. Harald Baayen
Published in: Morphology, 31/2, 2021, Page(s) 171-199, ISSN 1871-5621
Publisher: Springer Netherlands
DOI: 10.1007/s11525-021-09374-w

Book chapters (2)

Psycho-computational modelling of the mental lexicon

Author(s): Vito Pirrelli, Claudia Marzi, Marcello Ferro, Franco Alberto Cardillo, Harald R. Baayen, Petar Milin
Published in: Word Knowledge and Word Usage - A Cross-Disciplinary Guide to the Mental Lexicon, 2020, Page(s) 23-82, ISBN 9783110440577
Publisher: De Gruyter Mouton
DOI: 10.1515/9783110440577-002

Estonian Case Inflection Made Simple - A Case Study in Word and Paradigm Morphology with Linear Discriminative Learning

Author(s): Yu-Ying Chuang, Kaidi Lõo, James P. Blevins, R. Harald Baayen
Published in: Complex Words - Advances in Morphology, 2020, Page(s) 119-141, ISBN 9781108780643
Publisher: Cambridge University Press
DOI: 10.1017/9781108780643.008

Software

Software via OpenAIRE (8)

MegamindHenry/JudiLing.jl

Author(s): Xuefeng Luo; Chuang, Yu-Ying; Heitmeier, Maria; Baayen, Harald
DOI: 10.5281/zenodo.7260198
Publisher: Zenodo

MegamindHenry/JudiLing.jl

Author(s): Xuefeng Luo; Yu-Ying Chuang; Maria Heitmeier; Harald Baayen
DOI: oai:zenodo.org:7260198; 10.5281/zenodo.7260198
Publisher: Zenodo

paule - Predictive Articulatory speech synthesis Utilizing Lexical Embeddings

Author(s): Konstantin Sering; Paul Schmidt-Barbo
DOI: oai:zenodo.org:7252432; 10.5281/zenodo.7252432
Publisher: Zenodo

articubench - An articulatory speech synthesis benchmark

Author(s): Konstantin Sering; Paul Schmidt-Barbo
DOI: 10.5281/zenodo.7252252; 10.5281/zenodo.7252253
Publisher: Zenodo

Pyndl: Naive discriminative learning in python

Author(s): Konstantin Sering; Marc Weitz; David-Elias Künstle; Lennart Schneider
DOI: 10.5281/zenodo.1186607; 10.5281/zenodo.6985293; 10.5281/zenodo.1154922; 10.5281/zenodo.5007349; 10.5281/zenodo.2621208; 10.5281/zenodo.1168570; 10.5281/zenodo.6696356; 10.5281/zenodo.2641356; 10.5281/zenodo.7350516; 10.5281/zenodo.2658634; 10.5281/zenodo.1172789; 10.5281/zenodo.3606669; 10.5281/zenodo.1187023; 10.5281/zenodo.1471494; 10.5281/zenodo.4192336; 10.5281/zenodo.1112319; 10.5281/zenodo.1438326; 10.5281/zenodo.1134829; 10.5281/zenodo.1134805
Publisher: Zenodo

create_vtl_corpus: Synthesizing a speech corpus with VocalTractLab

Author(s): Konstantin Sering; Niels Stehwien; Yingming Gao
DOI: 10.5281/zenodo.2548895; 10.5281/zenodo.2548894; 10.5281/zenodo.4187062
Publisher: Zenodo

paule - Predictive Articulatory speech synthesis Utilizing Lexical Embeddings

Author(s): Konstantin Sering; Paul Schmidt-Barbo
DOI: 10.5281/zenodo.7252432
Publisher: Zenodo

articubench - An articulatory speech synthesis benchmark

Author(s): Konstantin Sering; Paul Schmidt-Barbo
DOI: oai:zenodo.org:7252253; 10.5281/zenodo.7252253
Publisher: Zenodo