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The BioVisualSpeech corpus of words with sibilants for speech therapy games development
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The INESC-ID Multi-Modal System for the ADReSS 2020 Challenge ...
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Cross lingual transfer learning for zero-resource domain adaptation ...
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Combining Multiple Approaches to Predict the Degree of Nativeness
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Abstract:
Automatic speaker nativeness assessment has multiple applications, such as second language learning and IVR systems. In this paper we view this as a regression problem, since the available labels are on a continuous scale. Multiple approaches were applied, such as phonotactic models, i-vectors, and goodness of pronunciation, covering both segmental and suprasegmental features. Different phonotactic models were adopted, either trained with the challenge data, or using additional multilingual data from other domains. The obtained values were later combined in multiple ways and fed to a support vector machine regressor. Results on the test set surpass the provided baseline and are in line with the results obtained on the remaining sets. This suggests that our models generalize well to other datasets ; info:eu-repo/semantics/publishedVersion
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Keyword:
GOP; Nativeness; Phonotactics; Prosody
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URL: http://hdl.handle.net/10451/31072
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Automatic Recognition of Prosodic Patterns in Semantic Verbal Fluency Tests - an Animal Naming Task for Edutainment Applications
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ALBAYZIN Query-by-example Spoken Term Detection 2016 evaluation
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Predicting disordered speech comprehensibility from Goodness of Pronunciation scores
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In: Proceedings of SLPAT 2015 ; Workshop on Speech and Language Processing for Assistive Technologies (SLPAT 2015) satellite workshop of Interspeech 2015 ; https://hal.archives-ouvertes.fr/hal-01316846 ; Workshop on Speech and Language Processing for Assistive Technologies (SLPAT 2015) satellite workshop of Interspeech 2015, Sep 2015, Dresden, Germany. pp. 1-5 (2015)
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Correlating ASR Errors with Developmental Changes in Speech Production: A Study of 3-10-Year-Old European Portuguese Children's Speech
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In: Proceedings of the Workshop on Child Computer Interaction ; Workshop on Child Computer Interaction - WOCCI 2014 ; https://hal.archives-ouvertes.fr/hal-01152655 ; Workshop on Child Computer Interaction - WOCCI 2014, Sep 2014, Singapore, Singapore. pp. 1-7 (2014)
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Automatically Recognising European Portuguese Children's Speech
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In: Computational Processing of the Portuguese Language ; International Conference on Computational Processing of Portuguese - PROPOR 2014 ; https://hal.archives-ouvertes.fr/hal-01146745 ; International Conference on Computational Processing of Portuguese - PROPOR 2014, Oct 2014, São Carlos, Brazil. pp. 1-11 (2014)
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The 2013 speaker recognition evaluation in mobile environment
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In: Proceedings ICB 2013 : 6th IAPR International Conference on Biometrics ; ICB 2013 : 6th IAPR International Conference on Biometrics ; https://hal.archives-ouvertes.fr/hal-01262087 ; ICB 2013 : 6th IAPR International Conference on Biometrics, Jun 2013, Madrid, Spain. pp.1 - 8, ⟨10.1109/ICB.2013.6613025⟩ (2013)
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