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Statistical Language and Speech Processing [electronic resource] : 6th International Conference, SLSP 2018, Mons, Belgium, October 15-16, 2018, Proceedings / edited by Thierry Dutoit, Carlos Martín-Vide, Gueorgui Pironkov.

Contributor(s): Dutoit, Thierry [editor.] | Martín-Vide, Carlos [editor.] | Pironkov, Gueorgui [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Artificial Intelligence: 11171Publisher: Cham : Springer International Publishing : Imprint: Springer, 2018Edition: 1st ed. 2018.Description: X, 191 p. 37 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030008109.Subject(s): Artificial intelligence | Natural language processing (Computer science) | Artificial Intelligence | Natural Language Processing (NLP)Additional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
Invited Paper -- Analysing Speech for Clinical Applications -- Speech Synthesis and Spoken Language Generation -- DNN-based Speech Synthesis for Arabic: Modelling and Evaluation -- Phone-Level Embeddings for Unit Selection Speech Synthesis -- Disuency Insertion for Spontaneous TTS: Formalization and Proof of Concept -- Speech Recognition and Post-Processing -- Forced Alignment of the Phonologie du Français Contemporain Corpus -- A Syllable Structure Approach to Spoken Language Recognition -- Investigating a Hybrid Learning Approach for Robust Automatic Speech Recognition -- A Comparison of Adaptation Techniques and Recurrent Neural Network Architectures -- Restoring Punctuation and Capitalization Using Transformer Models -- Natural Language Processing and Understanding -- Arabic Name Entity Recognition Using Deep Learning -- Movie Genre Detection using Topological Data Analysis -- Low-Resource Text Classification using Domain-Adversarial Learning -- Handling Ellipsis in a Spoken Medical Phraselator -- Text Processing and Analysis -- Knowledge Transfer for Active Learning in Textual Anonymisation.
In: Springer Nature eBookSummary: This book constitutes the proceedings of the 6th International Conference on Statistical Language and Speech Processing, SLSP 2018, held in Mons, Belgium, in October 2018. The 15 full papers presented in this volume were carefully reviewed and selected from 40 submissions. They were organized in topical sections named: speech synthesis and spoken language generation; speech recognition and post-processing; natural language processing and understanding; and text processing and analysis. .
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Invited Paper -- Analysing Speech for Clinical Applications -- Speech Synthesis and Spoken Language Generation -- DNN-based Speech Synthesis for Arabic: Modelling and Evaluation -- Phone-Level Embeddings for Unit Selection Speech Synthesis -- Disuency Insertion for Spontaneous TTS: Formalization and Proof of Concept -- Speech Recognition and Post-Processing -- Forced Alignment of the Phonologie du Français Contemporain Corpus -- A Syllable Structure Approach to Spoken Language Recognition -- Investigating a Hybrid Learning Approach for Robust Automatic Speech Recognition -- A Comparison of Adaptation Techniques and Recurrent Neural Network Architectures -- Restoring Punctuation and Capitalization Using Transformer Models -- Natural Language Processing and Understanding -- Arabic Name Entity Recognition Using Deep Learning -- Movie Genre Detection using Topological Data Analysis -- Low-Resource Text Classification using Domain-Adversarial Learning -- Handling Ellipsis in a Spoken Medical Phraselator -- Text Processing and Analysis -- Knowledge Transfer for Active Learning in Textual Anonymisation.

This book constitutes the proceedings of the 6th International Conference on Statistical Language and Speech Processing, SLSP 2018, held in Mons, Belgium, in October 2018. The 15 full papers presented in this volume were carefully reviewed and selected from 40 submissions. They were organized in topical sections named: speech synthesis and spoken language generation; speech recognition and post-processing; natural language processing and understanding; and text processing and analysis. .

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