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Contextual time-continuous emotion recognition based on multimodal data ...
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Abstract:
This thesis outlines novel approaches to integrate contextual information for improving the performance of automatic emotion recognition systems. Emotion recognition has been of interest for researchers for a long period of time and during the last two decades it has received a noticeable development due to hardware and software improvements, as well as the increasing demand on intelligent conversational agents. In spite of the fact that modern emotion recognition research aims towards spontaneous data (recorded not in laboratory conditions) and real world applications, it is often being performed in an isolated manner. This implies that the recognition is done without accounting for previous actions or emotional status of a user, information about his/her interlocutor (if any) and environment while designing the pipeline. All these aspects and sources of information play an important role in defining or affecting the current mood and emotional status of the user; hence, they should be analyzed in order to ... : Diese Dissertation entstand im Rahmen einer Kooperation mit der Universität ITMO in St. Petersburg. / This dissertation was written in the context of a cooperation with ITMO University in St. Petersburg. ...
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Keyword:
Audio visual emotion recognition; Contextual emotion recognition; DDC 150 / Psychology; DDC 410 / Linguistics; Dyadic interactions; Kontextualismus; Recognition Psychology; Smart tourism; Voice recognition
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URL: https://oparu.uni-ulm.de/xmlui/handle/123456789/41875 https://dx.doi.org/10.18725/oparu-41799
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Mentale Prozesse bei der Verarbeitung deutscher Nominalkomposita durch Deutschlernende
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The Effects of Event Depictions in Second Language Phrasal Vocabulary Learning
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Overview of GermEval Task 2, 2019 shared task on the identification of offensive language
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Acquiring Syntactic Variability: The Production of Wh-Questions in Children and Adults Speaking Akan
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Pleiotropy of phonetic indices in the expression of syllabic organization
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Grenzen der Differenzierbarkeit von Attitüden in der Kommunikation
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Word Order, Intonation, and Prosodic Phrasing: Individual Differences in the Production and Identification of Narrow and Wide Focus in Urdu
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Automatic Phonetic Transcription of Standard Arabic with Applications in the NLP Domain ; Automatische phonetische Transkription des Standard-Arabischen mit Anwendungen im NLP-Bereich
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Open demands for corpus analysis tools - a user-centered study ; Offene Anforderungen an Korpusanalysewerkzeuge - eine nutzerzentrierte Studie
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Die sprachliche Behandlung der Geschlechter in deutschen und französischen Wahlprogrammen zur Europawahl 2019:Eine gender- und politolinguistische Untersuchung
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The Interplay of Language Awareness and Bilingual Writing Abilities in Heritage Language Speakers
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In: Languages (2021)
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The Traceback method in child language acquisition research: Identifying patterns in early speech
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In: Language and Cognition (2021)
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"Was war oder ist Ihre schönste, tollste und angenehmste Kindhitserinnerung?"
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Neologismen im Gegenwartsdeutschen – Probleme in Theorie und Praxis
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In: Lublin Studies in Modern Languages and Literature (2021)
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Deutsch als Minderheitensprache
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In: Lublin Studies in Modern Languages and Literature (2021)
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