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E-grāmata: Statistical Language and Speech Processing: 4th International Conference, SLSP 2016, Pilsen, Czech Republic, October 11-12, 2016, Proceedings

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This book constitutes the refereed proceedings of the 4th International Conference on Statistical Language and Speech Processing, SLSP 2016, held in Pilsen, Czech Republic, in October 2016.The 11 full papers presented together with two invited talks were carefully reviewed and selected from 38 submissions. The papers cover topics such as anaphora and coreference resolution; authorship identification, plagiarism and spam filtering; computer-aided translation; corpora and language resources; data mining and semantic web; 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 s

ynthesis; speech transcription; speech correction; spoken dialogue systems; term extraction; text categorization; test summarization; user modeling.

Anaphora and coreference resolution.- Authorship identification, plagiarism and spam filtering.- Computer-aided translation.- Corpora and language resources.-Data mining and semantic web.- 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.
Invited Talk
Continuous-Space Language Processing: Beyond Word Embeddings
3(16)
Mari Ostendorf
Language
Testing the Robustness of Laws of Polysemy and Brevity Versus Frequency
19(11)
Antoni Hernandez-Fernandez
Bernardino Casas
Ramon Ferrer-i-Cancho
Jaume Baixeries
Delexicalized and Minimally Supervised Parsing on Universal Dependencies
30(13)
David Marecek
Unsupervised Morphological Segmentation Using Neural Word Embeddings
43(14)
Ahmet Ostun
Burcu Can
Speech
Statistical Analysis of the Prosodic Parameters of a Spontaneous Arabic Speech Corpus for Speech Synthesis
57(11)
Ikbel Had] Ali
Zied Mnasri
Combining Syntactic and Acoustic Features for Prosodic Boundary Detection in Russian
68(12)
Daniil Kocharov
Tatiana Kachkovskaia
Aliya Mirzagitova
Pavel Skrelin
Articulatory Gesture Rich Representation Learning of Phonological Units in Low Resource Settings
80(16)
Brij Mohan Lai Srivastava
Manish Shrivastava
Estimating the Severity of Parkinson's Disease Using Voiced Ratio and Nonlinear Parameters
96(12)
David Sztaho
Klara Vicsi
Optimal Feature Set and Minimal Training Size for Pronunciation Adaptation in TTS
108(12)
Marie Tahon
Raheel Qader
Gwenole Lecorve
Damien Lolive
A New Perspective on Combining GMM and DNN Frameworks for Speaker Adaptation
120(13)
Natalia Tomashenko
Yuri Khokhlov
Yannick Esteve
Class n-Gram Models for Very Large Vocabulary Speech Recognition of Finnish and Estonian
133(12)
Matti Varjokallio
Mikko Kurimo
Sami Virpioja
Author Index 145