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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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Abstract:
We propose a method for zero-resource domain adaptation of DNN acoustic models, for use in low-resource situations where the only in-language training data available may be poorly matched to the intended target domain. Our method uses a multi-lingual model in which several DNN layers are shared between languages. This architecture enables domain adaptation transforms learned for one well-resourced language to be applied to an entirely different low-resource language. First, to develop the technique we use English as a well-resourced language and take Spanish to mimic a low-resource language. Experiments in domain adaptation between the conversational telephone speech (CTS) domain and broadcast news (BN) domain demonstrate a 29% relative WER improvement on Spanish BN test data by using only English adaptation data. Second, we demonstrate the effectiveness of the method for low-resource languages with a poor match to the well-resourced language. Even in this scenario, the proposed method achieves relative WER ... : Submitted to ICASSP 2020. Main updates wrt previous versions: same network config in all experiments, added Babel/Material LR target language experiments, added comparison with alternative/similar methods of cross-lingual adaptation ...
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Keyword:
Audio and Speech Processing eess.AS; FOS Electrical engineering, electronic engineering, information engineering
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URL: https://arxiv.org/abs/1910.02168 https://dx.doi.org/10.48550/arxiv.1910.02168
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Combining Multiple Approaches to Predict the Degree of Nativeness
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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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