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Midiendo "distancia sintáctica" de variedades lingüísticas en zonas bilingües a partir de los datos masivos
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42 |
Combining speech-based and linguistic classifiers to recognize emotion in user spoken utterances
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Abstract:
In this paper we propose to combine speech-based and linguistic classification in order to obtain better emotion recognition results for user spoken utterances. Usually these approaches are considered in isolation and even developed by different communities working on emotion recognition and sentiment analysis. We propose modeling the users emotional state by means of the fusion of the outputs generated with both approaches, taking into account information that is usually neglected in the individual approaches such as the interaction context and errors, and the peculiarities of transcribed spoken utterances. The fusion approach allows to employ different recognizers and can be integrated as an additional module in the architecture of a spoken conversational agent, using the information generated as an additional input for the dialog manager to decide the next system response. We have evaluated our proposal using three emotionally-colored databases and obtained very positive results. ; Work partially supported by Projects MINECO TEC2012-37832-C02-01, CICYT TEC2011-28626-C02-02, CAM CONTEXTS (S2009/TIC-1485).
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Keyword:
Affective computing; Context; Conversational interfaces; Emotion recognition; Informática; Paralinguistics fusion; Sentiment analysis; Spoken Interaction
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URL: https://doi.org/10.1016/j.neucom.2017.01.120 http://hdl.handle.net/10016/31613
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43 |
Practical Natural Language Generation from Knowledge Graphs
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In: Embargoed Honors Theses, University of Nebraska-Lincoln (2019)
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44 |
Usability of Automatic Speech Recognition Systems for Individuals with Speech Disorders: Past, Present, Future, and A Proposed Model
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45 |
Generative Grammar and the Faculty of Language: Insights, Questions, and Challenges
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In: Catalan Journal of Linguistics (2019) (2019)
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46 |
De-syntacticising Syntax? Concerns on the Architecture of Grammar and the Role of Interface Components
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In: Catalan Journal of Linguistics (2019) (2019)
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47 |
Using recent BCI literature to deepen our understanding of clinical neurofeedback: A short review
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In: ISSN: 0306-4522 ; EISSN: 1873-7544 ; Neuroscience ; https://hal.inria.fr/hal-01728767 ; Neuroscience, Elsevier - International Brain Research Organization, 2018, 378, pp.225-233. ⟨10.1016/j.neuroscience.2018.03.013⟩ (2018)
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48 |
Le Méta-Instrument : genèse et évolution d’un nouvel instrument
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In: ISSN: 1264-7020 ; Musique, images, instruments ; https://hal.archives-ouvertes.fr/hal-01968853 ; Musique, images, instruments, Paris: Ed. Klincksieck; Paris: Laboratoire d'organologie et d'iconographie musicale CNRS, 2018, Instruments électriques, électroniques et virtuels, 17, pp.230-245 ; http://www.cnrseditions.fr/musicologie/7716-musique-images-instruments-17.html (2018)
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49 |
New Directions in Treatments Targeting Stroke Recovery.
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In: Stroke, vol 49, iss 12 (2018)
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51 |
The affordances of process-tracing technologies for supporting L2 writing instruction
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In: English Publications (2018)
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52 |
Augmented Reality in Foreign Language Education: A Review of Empirical Studies (增强现实技术在外语教学中的应用:文献综述性研究)
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In: World Languages and Cultures Publications (2018)
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EXPLORING THE ACCESSIBILITY OF HOME-BASED, VOICE-CONTROLLED INTELLIGENT PERSONAL ASSISTANTS ...
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Pradhan, Alisha. - : Digital Repository at the University of Maryland, 2018
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54 |
Word Towers: Assessing Domain Knowledge with Non-Traditional Genres
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In: Ashish Amresh (2018)
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55 |
Developing a Bilingual, Computer-Tailored, HPV Vaccination Promotion Intervention Targeting Latino Parents
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In: Ashish Amresh (2018)
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56 |
Semantic Fusion for Natural Multimodal Interfaces using Concurrent Augmented Transition Networks
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In: Multimodal Technologies and Interaction ; Volume 2 ; Issue 4 (2018)
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Effect of Sensory Feedback on Turn-Taking Using Paired Devices for Children with ASD
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In: Multimodal Technologies and Interaction ; Volume 2 ; Issue 4 (2018)
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Pervasive Displays: Content Management, Adaptation, Distribution, and Interaction Methods
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59 |
Programming in Natural Language: Building Algorithms from Human Descriptions
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A noisy-channel based model to recognize words in eye typing systems ; Um modelo baseado em canal de ruído para reconhecer palavras digitadas com os olhos
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Hanada, Raíza Tamae Sarkis. - : Biblioteca Digital de Teses e Dissertações da USP, 2018. : Universidade de São Paulo, 2018. : Instituto de Ciências Matemáticas e de Computação, 2018
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