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1
Paradigmatic Relations Interact During the Production of Complex Words: Evidence From Variable Plurals in Dutch
In: Front Psychol (2021)
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2
MCA-NMF: Multimodal Concept Acquisition with Non-Negative Matrix Factorization
In: ISSN: 1932-6203 ; EISSN: 1932-6203 ; PLoS ONE ; https://hal.archives-ouvertes.fr/hal-01137529 ; PLoS ONE, Public Library of Science, 2015, 10 (10), pp.e0140732. ⟨10.1371/journal.pone.0140732.t005⟩ ; http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0140732 (2015)
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3
MCA-NMF: Multimodal Concept Acquisition with Non-Negative Matrix Factorization
Mangin, Olivier; Filliat, David; ten Bosch, Louis; Oudeyer, Pierre-Yves. - : Public Library of Science, 2015
Abstract: In this paper we introduce MCA-NMF, a computational model of the acquisition of multimodal concepts by an agent grounded in its environment. More precisely our model finds patterns in multimodal sensor input that characterize associations across modalities (speech utterances, images and motion). We propose this computational model as an answer to the question of how some class of concepts can be learnt. In addition, the model provides a way of defining such a class of plausibly learnable concepts. We detail why the multimodal nature of perception is essential to reduce the ambiguity of learnt concepts as well as to communicate about them through speech. We then present a set of experiments that demonstrate the learning of such concepts from real non-symbolic data consisting of speech sounds, images, and motions. Finally we consider structure in perceptual signals and demonstrate that a detailed knowledge of this structure, named compositional understanding can emerge from, instead of being a prerequisite of, global understanding. An open-source implementation of the MCA-NMF learner as well as scripts and associated experimental data to reproduce the experiments are publicly available.
Keyword: Research Article
URL: http://www.ncbi.nlm.nih.gov/pubmed/26489021
https://doi.org/10.1371/journal.pone.0140732
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619362/
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4
A computational model to investigate assumptions in the headturn preference procedure
Bergmann, Christina; ten Bosch, Louis; Fikkert, Paula. - : Frontiers Media S.A., 2013
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5
Artificial neural network analysis to assess hypernasality in patients treated for oral or oropharyngeal cancer
In: Logopedics, phoniatrics, vocology. - London : Informa Healthcare 36 (2011) 4, 168-174
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6
Modelling pronunciation variation with single-path and multi-path syllable models: issues to consider
In: Speech communication. - Amsterdam [u.a.] : Elsevier 51 (2009) 2, 130-150
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7
Modelling pronunciation variation with single-path and multi-path syllable models: Issues to consider
In: Speech communication. - Amsterdam [u.a.] : Elsevier 51 (2009) 2, 130-150
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8
Bridging the gap between human and automatic speech recognition
In: Speech communication. - Amsterdam [u.a.] : Elsevier 49 (2007) 5, 331
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9
Emotions, speech and the ASR framework
In: Speech communication. - Amsterdam [u.a.] : Elsevier 40 (2003) 1, 213-226
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10
Acoustical and lexical/syntactic features to predict prominence
In: Universiteit van Amsterdam / Instituut voor Fonetische Wetenschappen. Proceedings of the Institute of Phonetic Sciences, University of Amsterdam. - Amsterdam : Inst. 24 (2001), 155-165
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11
Prominence in read aloud sentences, as marked by listeners and classified automatically
In: Universiteit van Amsterdam / Instituut voor Fonetische Wetenschappen. Proceedings of the Institute of Phonetic Sciences, University of Amsterdam. - Amsterdam : Inst. 21 (1997), 101-116
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12
Modelling of phone duration (using the TIMIT database) and its potential benefit for ASR
In: Speech communication. - Amsterdam [u.a.] : Elsevier 19 (1996) 2, 161-176
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13
From data to rules : a background survey
In: Analysis and synthesis of speech. - Berlin [u.a.] : Mouton de Gruyter (1993), 193-205
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14
On the relation between vowel duration in HMM-models and the transition probabilities in phone-like units
In: Universiteit van Amsterdam / Instituut voor Fonetische Wetenschappen. Proceedings of the Institute of Phonetic Sciences, University of Amsterdam. - Amsterdam : Inst. 16 (1992), 27-34
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15
Dimensionality and correlation of observation vectors in HMM-based speech recognition
In: Universiteit van Amsterdam / Instituut voor Fonetische Wetenschappen. Proceedings of the Institute of Phonetic Sciences, University of Amsterdam. - Amsterdam : Inst. 16 (1992), 1-26
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16
On the structure of vowel systems : aspects of an extended vowel model using effort and contrast
In: Universiteit van Amsterdam / Instituut voor Fonetische Wetenschappen. Proceedings of the Institute of Phonetic Sciences, University of Amsterdam. - Amsterdam : Inst. 15 (1991), 131-134
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17
On relation between phone models, segment duration, and the padé-expansion
In: Universiteit van Amsterdam / Instituut voor Fonetische Wetenschappen. Proceedings of the Institute of Phonetic Sciences, University of Amsterdam. - Amsterdam : Inst. 15 (1991), 61-77
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18
Modelling vowel systems by effort and contrast
In: ICPhS <12, 1991, Aix-en-Provence>. Proceedings of the XIIth International Congress of Phonetic Sciences ; 4. Jeudi 22 août. - Aix-en-Provence : Univ. de Provence, Service de Publ. (1991), 406- 409
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19
On the quantal nature of speech
Stevens, Kenneth N. (Mitarb.); Abry, Christian (Mitarb.); Boë, Louis-Jean (Mitarb.)...
In: Journal of phonetics. - Amsterdam : Elsevier 17 (1989) 1-2, 3-157
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20
Perceptual and physical description of variation and invariance in speech
In: Universiteit van Amsterdam / Instituut voor Fonetische Wetenschappen. Proceedings of the Institute of Phonetic Sciences, University of Amsterdam. - Amsterdam : Inst. 11 (1987), 1-88
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