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Statistical Language and Speech Processing [electronic resource] : 8th International Conference, SLSP 2020, Cardiff, UK, October 14–16, 2020, Proceedings /

Contributor(s): Material type: TextTextSeries: Lecture Notes in Artificial Intelligence ; 12379Publisher: Cham : Springer International Publishing : Imprint: Springer, 2020Edition: 1st ed. 2020Description: X, 183 p. 68 illus., 36 illus. in color. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783030594305
Subject(s): Additional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification:
  • 006.3 23
LOC classification:
  • Q334-342
  • TA347.A78
Online resources:
Contents:
Grapheme-to-Phoneme Transduction for Cross-Language ASR -- Language Processing.-Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems -- FacTweet: Profiling Fake News Twitter Accounts -- Named Entity Recognition for Icelandic: Annotated Corpus and Models -- BERT-based Sentiment Analysis using Distillation -- A Cognitive Approach to Parsing with Neural Networks -- S-capade: Spelling Correction Aimed at Particularly Deviant Errors -- Exploring Parameter Sharing Techniques for Cross-Lingual and Cross-Task Supervision -- A Discourse-Informed Approach for Cost-E ective Extractive Summarization -- Towards eXplainable AI in Text Features Engineering for Concept Recognition -- A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification -- ANN-MLP Classifier of Native and Nonnative Speakers Using Speech Rhythm Cues -- Deep Variational Metric Learning for Transfer of Expressivity in Multispeaker Text to Speech -- Generative Adversarial Network-based Semi-Supervised Learning for Pathological Speech Classfication.
In: Springer Nature eBookSummary: This book constitutes the proceedings of the 8th International Conference on Statistical Language and Speech Processing, SLSP 2020, held in Cardiff, UK, in October 2020. The 13 full papers presented together with one invited paper in this volume were carefully reviewed and selected from 25 submissions. They papers cover the wide spectrum of statistical methods that are currently in use in computational language or speech processing.
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Grapheme-to-Phoneme Transduction for Cross-Language ASR -- Language Processing.-Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems -- FacTweet: Profiling Fake News Twitter Accounts -- Named Entity Recognition for Icelandic: Annotated Corpus and Models -- BERT-based Sentiment Analysis using Distillation -- A Cognitive Approach to Parsing with Neural Networks -- S-capade: Spelling Correction Aimed at Particularly Deviant Errors -- Exploring Parameter Sharing Techniques for Cross-Lingual and Cross-Task Supervision -- A Discourse-Informed Approach for Cost-E ective Extractive Summarization -- Towards eXplainable AI in Text Features Engineering for Concept Recognition -- A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification -- ANN-MLP Classifier of Native and Nonnative Speakers Using Speech Rhythm Cues -- Deep Variational Metric Learning for Transfer of Expressivity in Multispeaker Text to Speech -- Generative Adversarial Network-based Semi-Supervised Learning for Pathological Speech Classfication.

This book constitutes the proceedings of the 8th International Conference on Statistical Language and Speech Processing, SLSP 2020, held in Cardiff, UK, in October 2020. The 13 full papers presented together with one invited paper in this volume were carefully reviewed and selected from 25 submissions. They papers cover the wide spectrum of statistical methods that are currently in use in computational language or speech processing.

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