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1
Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues using BERT ...
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2
Estimating User Communication Styles for Spoken Dialogue Systems: Data ...
Abstract: We present a neural network approach to estimate the communication style of spoken interaction, namely the stylistic variations elaborateness and directness, and investigate which type of input features to the estimator are necessary to achive good performance. First, we describe our annotated corpus of recordings in the health care domain and analyse the corpus statistics in terms of agreement, correlation and reliability of the ratings. We use this corpus to estimate the elaborateness and the directness of each utterance. We test different feature sets consisting of dialogue act features, grammatical features and linguistic features as input for our classifier and perform classification in two and three classes. Our classifiers use only features that can be automatically derived during an ongoing interaction in any spoken dialogue system without any prior annotation. Our results show that the elaborateness can be classified by only using the dialogue act and the amount of words contained in the ...
Keyword: Communication Styles; Computer networks; DDC 004 / Data processing & computer science; Dialogue Management; Dialogues; Kommunikations-Mix; Mensch-Maschine-Kommunikation; Spoken Dialogue Systems; Supervised learning Machine learning; Überwachtes Lernen; User Adaptation
URL: https://dx.doi.org/10.18725/oparu-26061
https://oparu.uni-ulm.de/xmlui/handle/123456789/26124
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3
Multimodal speech recognition: increasing accuracy using high speed video data [<Journal>]
Ivanko, Denis [Verfasser]; Karpov, Alexey [Sonstige]; Fedotov, Dmitrii [Sonstige].
DNB Subject Category Language
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4
Introduction au numéro spécial sur le traitement automatique du langage parlé
Besacier, Laurent; Minker, Wolfgang. - : HAL CCSD, 2015. : Hermès, 2015
In: https://hal.archives-ouvertes.fr/hal-01150048 ; Laurent Besacier et Wolfang Minker. France. 55 (2), Hermès, 2015, Traitement Automatique des Langues (2015)
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5
Introducing spoken dialogue systems into intelligent environments
Heinroth, Tobias; Minker, Wolfgang. - New York, NY [u.a.] : Springer, 2013
BLLDB
UB Frankfurt Linguistik
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6
TEXT CATEGORIZATION BY COEVOLUTIONARY GENETIC ALGORITHM
Gasanova, Tatyana; Sergienko, Roman; Minker, Wolfgang. - : Сибирский государственный аэрокосмический университет имени академика М.Ф. Решетнева, 2013
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7
A NEW METHOD FOR NATURAL LANGUAGE CALL ROUTING PROBLEM SOLVING
Gasanova, Tatyana; Sergienko, Roman; Minker, Wolfgang. - : Сибирский государственный аэрокосмический университет имени академика М.Ф. Решетнева, 2013
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8
Towards Adaptive Spoken Dialog Systems
Schmitt, Alexander; Minker, Wolfgang. - : Springer, 2013
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9
Hierarchical Neural Network Structures for Phoneme Recognition
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10
Introducing Spoken Dialogue Systems into Intelligent Environments
Heinroth, Tobias; Minker, Wolfgang. - : Springer, 2013
BASE
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11
Self-learning speaker identification for enhanced speech recognition
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 26 (2012) 3, 210-227
BLLDB
OLC Linguistik
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12
Novel techniques for dialectal arabic speech recognition
Elmahdy, Mohamed; Gruhn, Rainer; Minker, Wolfgang. - New York, NY [u.a.] : Springer, 2012
BLLDB
UB Frankfurt Linguistik
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13
Novel Techniques for Dialectal Arabic Speech Recognition
BASE
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14
Self-learning speaker identification : a system for enhanced speech recognition
Gerl, Franz; Minker, Wolfgang; Herbig, Tobias. - Berlin [u.a.] : Springer, 2011
BLLDB
UB Frankfurt Linguistik
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15
Statistical pronunciation modeling for non-native speech processing
Nakamura, Satoshi; Gruhn, Rainer; Minker, Wolfgang. - Berlin [u.a.] : Springer, 2011
BLLDB
UB Frankfurt Linguistik
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16
Semi-supervised and unsupervised machine learning : novel strategies
Minker, Wolfgang; Albalate, Amparo. - London : ISTE [u.a.], 2011
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UB Frankfurt Linguistik
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17
Emotion recognition and adaptation in spoken dialogue systems
In: International journal of speech technology. - Boston, Mass. [u.a.] : Kluwer Acad. Publ. 13 (2010) 1, 49-60
BLLDB
OLC Linguistik
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18
Spoken Dialogue Systems for Ambient Environments : Second International Workshop, IWSDS 2010, Gotemba, Shizuoka, Japan, October 1-2, 2010. Proceedings
Lee, Gary Geunbae; Mariani, Joseph; Minker, Wolfgang. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2010
UB Frankfurt Linguistik
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19
Evaluation of Text and Speech Systems
Dybkjær, Laila [Herausgeber]; Hemsen, Holmer [Herausgeber]; Minker, Wolfgang [Herausgeber]. - Berlin : Springer Netherland, 2008
DNB Subject Category Language
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20
Speech recognition for mobile devices
In: International journal of speech technology. - Boston, Mass. [u.a.] : Kluwer Acad. Publ. 11 (2008) 2, 63-72
BLLDB
OLC Linguistik
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