Language -- Improving German Image Captions using Machine Translation and Transfer Learning -- Automatic News Article Generation from Legislative Proceedings: A Phenom-based Approach -- Comparison of Czech Transformers on Text Classification Tasks -- Constructing Sentiment Lexicon with Game for Annotation Collection -- Robustness of Named Entity Recognition: Case of Latvian -- Speech -- Use of Speaker Metadata for Improving Automatic Pronunciation Assessment -- Augmenting ASR for user-generated videos with semi-supervised training and acoustic model adaptation for Spoken Content Retrieval -- Various DNN-HMM Architectures Used in Acoustic Modeling with Single-Speaker and Single-Channel Invariant Representation Learning for Robust Far-Field Speaker Recognition.