Statistical Language and Speech Processing: 5th International Conference, SLSP 2017, Le Mans, France, October 23–25, 2017, Proceedings

✍ Scribed by Nathalie Camelin, Yannick Estève, Carlos Martín-Vide (eds.)

• Publisher: Springer International Publishing
• Year: 2017
• Tongue: English
• Leaves: 282
• Series: Lecture Notes in Artificial Intelligence 10583
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the refereed proceedings of the 5th International

Conference on Statistical Language and Speech Processing, SLSP 2017,

held in Le Mans, France, in October 2017.

The 21 full papers presented were carefully reviewed and selected from

39 submissions. The papers cover topics such as anaphora and conference

resolution; authorship identification, plagiarism and spam filtering;

computer-aided translation; corpora and language resources; data

mining and semanticweb; information extraction; information retrieval;

knowledge representation and ontologies; lexicons and dictionaries; machine

translation; multimodal technologies; natural language understanding;

neural representation of speech and language; opinion mining and

sentiment analysis; parsing; part-of-speech tagging; question and

answering systems; semantic role labeling; speaker identification and

verification; speech and language generation; speech recognition; speech

synthesis; speech transcription; speech correction; spoken dialogue

systems; term extraction; text categorization; test summarization; user

modeling. They are organized in the following sections: language and

information extraction; post-processing and applications of automatic

transcriptions; speech paralinguistics and synthesis; speech recognition:

modeling and resources.

✦ Table of Contents

Front Matter ....Pages I-XI
Front Matter ....Pages 1-1
Author Profiling in Social Media: The Impact of Emotions on Discourse Analysis (Paolo Rosso, Francisco Rangel)....Pages 3-18
Front Matter ....Pages 19-19
Neural Machine Translation by Generating Multiple Linguistic Factors (Mercedes García-Martínez, Loïc Barrault, Fethi Bougares)....Pages 21-31
Analysis and Automatic Classification of Some Discourse Particles on a Large Set of French Spoken Corpora (Denis Jouvet, Katarina Bartkova, Mathilde Dargnat, Lou Lee)....Pages 32-43
Learning Morphology of Natural Language as a Finite-State Grammar (Javad Nouri, Roman Yangarber)....Pages 44-57
Incorporating Coreference to Automatic Evaluation of Coherence in Essays (Michal Novák, Kateřina Rysová, Magdaléna Rysová, Jiří Mírovský)....Pages 58-69
Graph-Based Features for Automatic Online Abuse Detection (Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès)....Pages 70-81
Exploring Temporal Analysis of Tweet Content from Cultural Events (Mathias Quillot, Cassandre Ollivier, Richard Dufour, Vincent Labatut)....Pages 82-93
Towards a Relation-Based Argument Extraction Model for Argumentation Mining (Gil Rocha, Henrique Lopes Cardoso)....Pages 94-105
Front Matter ....Pages 107-107
Three Experiments on the Application of Automatic Speech Recognition in Industrial Environments (Ferdinand Fuhrmann, Anna Maly, Christina Leitner, Franz Graf)....Pages 109-118
Enriching Confusion Networks for Post-processing (Sahar Ghannay, Yannick Estève, Nathalie Camelin)....Pages 119-130
Attentional Parallel RNNs for Generating Punctuation in Transcribed Speech (Alp Öktem, Mireia Farrús, Leo Wanner)....Pages 131-142
Lightweight Spoken Utterance Classification with CFG, tf-idf and Dynamic Programming (Manny Rayner, Nikos Tsourakis, Johanna Gerlach)....Pages 143-154
Low Latency MaxEnt- and RNN-Based Word Sequence Models for Punctuation Restoration of Closed Caption Data (Máté Ákos Tündik, Balázs Tarján, György Szaszák)....Pages 155-166
Front Matter ....Pages 167-167
Unsupervised Speech Unit Discovery Using K-means and Neural Networks (Céline Manenti, Thomas Pellegrini, Julien Pinquier)....Pages 169-180
Noise and Speech Estimation as Auxiliary Tasks for Robust Speech Recognition (Gueorgui Pironkov, Stéphane Dupont, Sean U. N. Wood, Thierry Dutoit)....Pages 181-192
Unified Approach to Development of ASR Systems for East Slavic Languages (Radek Safarik, Jan Nouza)....Pages 193-203
A Regularization Post Layer: An Additional Way How to Make Deep Neural Networks Robust (Jan Vaněk, Jan Zelinka, Daniel Soutner, Josef Psutka)....Pages 204-214
Front Matter ....Pages 215-215
Detecting Stuttering Events in Transcripts of Children’s Speech (Sadeen Alharbi, Madina Hasan, Anthony J. H. Simons, Shelagh Brumfitt, Phil Green)....Pages 217-228
Introducing AmuS: The Amused Speech Database (Kevin El Haddad, Ilaria Torre, Emer Gilmartin, Hüseyin Çakmak, Stéphane Dupont, Thierry Dutoit et al.)....Pages 229-240
Lexical Emphasis Detection in Spoken French Using F-BANKs and Neural Networks (Abdelwahab Heba, Thomas Pellegrini, Tom Jorquera, Régine André-Obrecht, Jean-Pierre Lorré)....Pages 241-249
Speaker Change Detection Using Binary Key Modelling with Contextual Information (Jose Patino, Héctor Delgado, Nicholas Evans)....Pages 250-261
Perception of Expressivity in TTS: Linguistics, Phonetics or Prosody? (Marie Tahon, Gwénolé Lecorvé, Damien Lolive, Raheel Qader)....Pages 262-274
Back Matter ....Pages 275-276

✦ Subjects

Artificial Intelligence (incl. Robotics)