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1
Cultural Evolution of Precise and Agreed‐Upon Semantic Conventions in a Multiplayer Gaming App
In: ISSN: 0364-0213 ; EISSN: 1551-6709 ; Cognitive Science ; https://jeannicod.ccsd.cnrs.fr/ijn_03636720 ; Cognitive Science, Wiley, 2022, 46 (2), ⟨10.1111/cogs.13113⟩ (2022)
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2
The representativeness threshold for the CETA subcorpus of the Coruña Corpus
In: LFE. Revista de Lenguas para Fines Específicos [ISSN 2340-8561], v. 27 (2), p. 125-139 (2021)
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3
The learnability consequences of Zipfian distributions: Word Segmentation is Facilitated in More Predictable Distributions ...
Lavi-Rotbain, Ori; Arnon, Inbal. - : PsychArchives, 2020
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Data for: The learnability consequences of Zipfian distributions: Word Segmentation is Facilitated in More Predictable Distributions ...
Lavi-Rotbain, Ori; Arnon, Inbal. - : PsychArchives, 2020
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5
The learnability consequences of Zipfian distributions: Word Segmentation is Facilitated in More Predictable Distributions ...
Lavi-Rotbain, Ori; Arnon, Inbal. - : PsychArchives, 2020
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6
Brevity is not a universal in animal communication: evidence for compression depends on the unit of analysis in small ape vocalizations ...
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7
Identifying Authorship from Linguistic Text Patterns
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8
On the physical origin of linguistic laws and lognormality in speech
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9
Sampling strategies in Siamese Networks for unsupervised speech representation learning
In: Interspeech 2018 ; https://hal.archives-ouvertes.fr/hal-01888725 ; Interspeech 2018, Sep 2018, Hyderabad, India (2018)
Abstract: Conference paper at Interspeech 2018 ; International audience ; Recent studies have investigated siamese network architectures for learning invariant speech representations using same-different side information at the word level. Here we investigate systematically an often ignored component of siamese networks: the sampling procedure (how pairs of same vs. different tokens are selected). We show that sampling strategies taking into account Zipf's Law, the distribution of speakers and the proportions of same and different pairs of words significantly impact the performance of the network. In particular, we show that word frequency compression improves learning across a large range of variations in number of training pairs. This effect does not apply to the same extent to the fully unsupervised setting, where the pairs of same-different words are obtained by spoken term discovery. We apply these results to pairs of words discovered using an unsupervised algorithm and show an improvement on state-of-the-art in unsupervised representation learning using siamese networks.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [SCCO.LING]Cognitive science/Linguistics; [SCCO]Cognitive science; [STAT.OT]Statistics [stat]/Other Statistics [stat.ML]; ABX; Index Terms: language acquisition; Language acquisition; sam-pling; Sampling; Siamese network; speech embeddings; speech recognition; unsupervised learning; weakly supervised learning; zero re-source speech technology; Zero resource speech technology; Zipf's law; Zipf’s law
URL: https://hal.archives-ouvertes.fr/hal-01888725/document
https://hal.archives-ouvertes.fr/hal-01888725
https://hal.archives-ouvertes.fr/hal-01888725/file/Riad_DKZSD_2018_Sampling_strategies_for_unsup_siamese.Interspeech.pdf
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10
Data from the paper "Zipf's Law of Abbreviation and the Principle of Least Effort: Language users optimise a miniature lexicon for efficient communication" ...
Unkn Unknown. - : My University, 2017
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11
Zipf's law of abbreviation as a language universal ...
Bentz, Christian; Ferrer-I-Cancho, Ramon. - : Universitätsbibliothek Tübingen, 2016
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12
Zipf's law of abbreviation as a language universal
Ferrer-i-Cancho, Ramon; Bentz, Christian. - : Universität Tübingen, 2016
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13
Language and complex systems
Kretzschmar, William A.. - Cambridge : Cambridge University Press, 2015
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UB Frankfurt Linguistik
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14
Word-length entropies and correlations of natural language written texts
In: Journal of quantitative linguistics. - London : Routledge 22 (2015) 2, 101-118
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15
A Corpus of Australian Contract Language
In: A Corpus of Australian Contract Language (2015)
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16
Zipf's law in non-fluent aphasia
In: Journal of quantitative linguistics. - London : Routledge 22 (2015) 3, 233-249
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17
РЕАЛИЗАЦИЯ ЗАКОНА ЦИПФА НА МАТЕРИАЛЕ АНГЛИЙСКОГО И НЕМЕЦКОГО ЯЗЫКОВ
ОРЕХОВА ОЛЬГА МИХАЙЛОВНА. - : Общество с ограниченной ответственностью Издательство Грамота, 2014
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18
Las leyes de la lingüística en los sistemas de comunicación
Hernández-Fernández, Antoni. - : Universitat de Barcelona, 2014
In: TDX (Tesis Doctorals en Xarxa) (2014)
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19
Info/information theory: speakers choose shorter words in predictive contexts
In: Cognition. - Amsterdam [u.a] : Elsevier 126 (2013) 2, 313-318
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OLC Linguistik
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20
Laws governing rank frequency and stratification in English texts
In: Glottometrics. - [Lüdenscheid] : RAM-Verl. 25 (2013), 30-42
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