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Emotional Speech Recognition Using Deep Neural Networks
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In: ISSN: 1424-8220 ; Sensors ; https://hal.archives-ouvertes.fr/hal-03632853 ; Sensors, MDPI, 2022, 22 (4), pp.1414. ⟨10.3390/s22041414⟩ (2022)
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Towards combined semantic and lexical scores based on a new representation of textual data to extract experimental data from scientific publications
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In: ISSN: 1751-5858 ; EISSN: 1751-5866 ; International Journal of Intelligent Information and Database Systems ; https://hal.inrae.fr/hal-03616243 ; International Journal of Intelligent Information and Database Systems, Inderscience, 2022, 15 (1), pp.78. ⟨10.1504/IJIIDS.2022.120146⟩ (2022)
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Islands and Bridges of Language: Bio-Inspired Structural Analysis of Language Embedding Data
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Abstract:
In this thesis, I propose a method of applying an agent-based model named Monte Carlo Physarum Machine (MCPM) to language embedding data. This method has been previously applied in astronomy for inferring the quasi-fractal structure of the cosmic web. In this thesis, I show that this model can provide a distinct scope to understand, analyze and extract information from language embedding data. I assess the novelty of the algorithm rst by identifying the characteristics of the revealed structure through visualization, and generate word similarity metrics in comparison with other status quo similarity metrics. In addition, I propose a visualization tool to further help explore the language embedding space in 3D. As a result, I argue that both the MCPM method and the visualization tool can assist examining the structure of language embedding in the reduced 3D space.
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Keyword:
Computer science; Data Science; Data Visualization; Digital Media; Information Retrieval; Linguistics; Natural Language Processing
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URL: https://escholarship.org/uc/item/6zj1r9ch
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TIPD : Taiwan Indigenous Peoples open research Data 台灣原住民基礎開放研究資料庫 ...
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FAIRsharing record for: Document management -- Electronic document file format for long-term preservation -- Part 1: Use of PDF 1.4 (PDF/A-1) ... : ISO 19005-1:2005 ...
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FAIRsharing record for: Systems to manage terminology, knowledge and content -- Design, implementation and maintenance of terminology management systems ... : ISO 26162:2012 ...
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FAIRsharing record for: General Ontology for Linguistic Description ... : GOLD ...
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FAIRsharing record for: Information technology -- Hypermedia/Time-based Structuring Language (HyTime) ... : ISO/IEC 10744:1997 ...
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FAIRsharing record for: Language resource management -- Feature structures -- Part 1: Feature structure representation ... : ISO 24610-1:2006 ...
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Between Deterministic and Nondeterministic Quantitative Automata (Invited Talk)
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Boker, Udi. - : LIPIcs - Leibniz International Proceedings in Informatics. 30th EACSL Annual Conference on Computer Science Logic (CSL 2022), 2022
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Open access dataset of task-free hemodynamic activity in 4-month-old infants during sleep using fNIRS ...
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Corpus of Political Speeches: Policy responses to the Great Recession in the United Kingdom and Spain (2008-2014) ...
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Conditional Adversarial Learning to Enhance Bot Detection ...
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Dialectics of Liberation Congress Digital Archive Audio File Project ...
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Dialectics of Liberation Congress Digital Archive Audio File Project ...
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Protocol for the development of the international population registry for aphasia after stroke (I-PRAISE)
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In: Research outputs 2014 to 2021 (2022)
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Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: The RELEASE database of aphasia after stroke
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In: Research outputs 2014 to 2021 (2022)
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