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1
Towards Programming in Natural Language: Learning New Functions from Spoken Utterances ...
Weigelt, Sebastian; Steurer, Vanessa; Hey, Tobias. - : World Scientific Publishing, 2020
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2
Towards Programming in Natural Language: Learning New Functions from Spoken Utterances
In: International journal of semantic computing, 14 (2), 249–272 ; ISSN: 1793-351X, 1793-7108 (2020)
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3
Text classification for spoken dialogue systems ...
Sergienko, Roman. - : Universität Ulm, 2016
Abstract: The main objective of this thesis is the application and evaluation of text classification approaches for speech-based utterance classification problems in the field of advanced spoken dialogue system (SDS) design. SDSs are speech-based human-machine interfaces that may be applied in various domains. A novel generation of SDSs should be multi-domain and user-adaptive. Designing of multi-domain user-adaptive SDSs is related to some utterance classification problems: domain detection of user utterances and user state recognition including user verbal intelligence and emotion recognition. Text classification approaches may be applied for the considered problems. Text classification consists of the following stages: feature extraction, term weighting, dimensionality reduction, and machine learning. The thesis has three aims: 1. To identify the best combinations of state-of-the-art text classification approaches for the considered utterance classification problems. 2. To improve utterance classification ...
Keyword: DDC 004 / Data processing & computer science; Machine learning; Spoken dialogue system; Spoken language; Sprachdialogsystem; Text classification; Text preprocessing; User interfaces Computer systems; Utterance classification
URL: https://oparu.uni-ulm.de/xmlui/handle/123456789/4058
https://dx.doi.org/10.18725/oparu-4019
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4
Error Awareness and Recovery in Conversational Spoken Language Interfaces
In: DTIC (2007)
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5
Corpus-based discourse understanding in spoken dialogue systems
In: http://www.kecl.ntt.co.jp/icl/kpro/rh/pdf/ACMTSLPFinalDraft.pdf (2003)
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6
User-Friendly Vocal Servers
In: http://tcw2.ppsw.rug.nl/~hansj/GRONICS.ps.gz (1997)
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7
Towards Efficient Human Machine Speech Communication: The Speech Graffiti Project
In: http://www.cs.cmu.edu/~roni/papers/USI-ACM-TSLP05.pdf
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