Info
- Utilizzare la checkbox di selezione a fianco di ciascun documento per attivare le funzionalità di stampa, invio email, download nei formati disponibili del (i) record.
Text, Speech and Dialogue [[electronic resource] ] : 8th International Conference, TSD 2005, Karlovy Vary, Czech Republic, September 12-15, 2005, Proceedings / / edited by Václav Matoušek, Pavel Mautner, Tomáš Pavelka
| Text, Speech and Dialogue [[electronic resource] ] : 8th International Conference, TSD 2005, Karlovy Vary, Czech Republic, September 12-15, 2005, Proceedings / / edited by Václav Matoušek, Pavel Mautner, Tomáš Pavelka |
| Edizione | [1st ed. 2005.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005 |
| Descrizione fisica | 1 online resource (XV, 460 p.) |
| Disciplina | 006.3/5 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Natural language processing (Computer science)
Artificial intelligence Information storage and retrieval Application software Natural Language Processing (NLP) Artificial Intelligence Information Storage and Retrieval Information Systems Applications (incl. Internet) |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talks -- Language Modeling Experiments with Random Forests -- The Role of Speech in Multimodal Human-Computer Interaction -- Why Is the Recognition of Spontaneous Speech so Hard? -- On the Acoustic Components in Multimedia Presentations -- Fusing Data Streams in Continuous Audio-Visual Speech Recognition -- Speech Based User Interface for Users with Special Needs -- Text -- Automatic Construction of a Valency Lexicon of Czech Adjectives -- WebTranscribe – An Extensible Web-Based Speech Annotation Framework -- Learning Syntactic Patterns Using Boosting and Other Classifier Combination Schemas -- Text Classification with Tournament Methods -- New Meta-grammar Constructs in Czech Language Parser synt -- Anaphora in Czech: Large Data and Experiments with Automatic Anaphora Resolution -- Valency Lexicon of Czech Verbs VALLEX: Recent Experiments with Frame Disambiguation -- AARLISS – An Algorithm for Anaphora Resolution in Long-Distance Inter Sentential Scenarios -- Detection and Correction of Malapropisms in Spanish by Means of Internet Search -- The Szeged Treebank -- Automatic Lemmatizer Construction with Focus on OOV Words Lemmatization -- Modeling Syntax of Free Word-Order Languages: Dependency Analysis by Reduction -- Morphological Meanings in the Prague Dependency Treebank 2.0 -- Automatic Acquisition of a Slovak Lexicon from a Raw Corpus -- Equilibrium Points of Single-Layered Neural Networks with Feedback and Applications in the Analysis of Text Documents -- A Syntax and Semantics Linking Algorithm for the Chinese Language -- Fuzzy Information Retrieval Indexed by Concept Identification -- A Theme Allocation for a Sentence Based on Head Driven Patterns -- Speech -- A Hybrid Approach to Statistical Language Modeling with Multilayer Perceptrons and Unigrams -- Supervised and Unsupervised Speaker Adaptation in Large Vocabulary Continuous Speech Recognition of Czech -- Modelling Lexical Stress -- The Sound Database Formation for the Allophone-Based Model for English Concatenative Speech Synthesis -- Using Artificially Reverberated Training Data in Distant-Talking ASR -- French–German Bilingual Acoustic Modeling for Embedded Voice Driven Applications -- Sinusoidal Modeling Using Wavelet Packet Transform Applied to the Analysis and Synthesis of Speech Signals -- Speaker Identification Based on Subtractive Clustering Algorithm with Estimating Number of Clusters -- On Modelling Glottal Stop in Czech Text-to-Speech Synthesis -- Analysis of the Suitability of Common Corpora for Emotional Speech Modeling in Standard Basque -- Discrete and Fluent Voice Dictation in Czech Language -- Unit Selection for Speech Synthesis Based on Acoustic Criteria -- Generative Model for Decoding a Phoneme Recognizer Output -- Diction Based Prosody Modeling in Table-to-Speech Synthesis -- Phoneme Based Acoustics Keyword Spotting in Informal Continuous Speech -- Explicit Duration Modelling in HMM/ANN Hybrids -- Mapping the Speech Signal onto Electromagnetic Articulography Trajectories Using Support Vector Regression -- Automatic Transcription of Numerals in Inflectional Languages -- Experimental Evaluation of Tree-Based Algorithms for Intonational Breaks Representation -- Compact Representation of Speech Using 2-D Cepstrum – An Application to Slovak Digits Recognition -- An Alternative Way of Semantic Interpretation -- Robust Rule-Based Method for Automatic Break Assignment in Russian Texts -- of Improved UWB Speaker Verification System -- Formal Prosodic Structures and Their Application in NLP -- The VoiceTRAN Speech-to-Speech Communicator -- Dialogue -- Cluster Analysis of Railway Directory Inquire Dialogs -- A Framework for Rapid Multimodal Application Design -- Language-Independent Communication Using Icons on a PDA -- Software Tutors for Dialogue Systems -- Questions in Estonian Information Dialogues: Form and Functions -- Reducing Question Answering Input Data Using Named Entity Recognition -- Annotating Structural Constraints in Discourse Corpora -- A Passage Retrieval System for Multilingual Question Answering -- Error Analysis of Dialogue Act Classification. |
| Record Nr. | UNISA-996465377203316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Text, Speech, and Dialogue [[electronic resource] ] : 20th International Conference, TSD 2017, Prague, Czech Republic, August 27-31, 2017, Proceedings / / edited by Kamil Ekštein, Václav Matoušek
| Text, Speech, and Dialogue [[electronic resource] ] : 20th International Conference, TSD 2017, Prague, Czech Republic, August 27-31, 2017, Proceedings / / edited by Kamil Ekštein, Václav Matoušek |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XXI, 520 p. 94 illus.) |
| Disciplina | 006.35 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Application software Information storage and retrieval Database management Pattern recognition Data mining Artificial Intelligence Information Systems Applications (incl. Internet) Information Storage and Retrieval Database Management Pattern Recognition Data Mining and Knowledge Discovery |
| ISBN | 3-319-64206-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Corpora and language resources -- Speech recognition -- Tagging, classification and parsing of text and speech -- Speech and spoken language generation -- Semantic processing of text and speech -- Integrating applications of text and speech processing -- Automatic dialogue systems -- Multimodal techniques and modelling. |
| Record Nr. | UNISA-996466469303316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Text, Speech, and Dialogue : 20th International Conference, TSD 2017, Prague, Czech Republic, August 27-31, 2017, Proceedings / / edited by Kamil Ekštein, Václav Matoušek
| Text, Speech, and Dialogue : 20th International Conference, TSD 2017, Prague, Czech Republic, August 27-31, 2017, Proceedings / / edited by Kamil Ekštein, Václav Matoušek |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XXI, 520 p. 94 illus.) |
| Disciplina | 006.35 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Application software Information storage and retrieval systems Database management Pattern recognition systems Data mining Artificial Intelligence Computer and Information Systems Applications Information Storage and Retrieval Database Management Automated Pattern Recognition Data Mining and Knowledge Discovery |
| ISBN | 3-319-64206-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Corpora and language resources -- Speech recognition -- Tagging, classification and parsing of text and speech -- Speech and spoken language generation -- Semantic processing of text and speech -- Integrating applications of text and speech processing -- Automatic dialogue systems -- Multimodal techniques and modelling. |
| Record Nr. | UNINA-9910741141803321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Text, Speech, and Dialogue [[electronic resource] ] : 18th International Conference, TSD 2015, Pilsen,Czech Republic, September 14-17, 2015, Proceedings / / edited by Pavel Král, Václav Matoušek
| Text, Speech, and Dialogue [[electronic resource] ] : 18th International Conference, TSD 2015, Pilsen,Czech Republic, September 14-17, 2015, Proceedings / / edited by Pavel Král, Václav Matoušek |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XVIII, 612 p. 122 illus. in color.) |
| Disciplina | 006.35 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Application software Information storage and retrieval Database management Pattern recognition Data mining Artificial Intelligence Information Systems Applications (incl. Internet) Information Storage and Retrieval Database Management Pattern Recognition Data Mining and Knowledge Discovery |
| ISBN | 3-319-24033-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- About Plzeň (Pilsen) -- Contents -- Invited Talks -- Speech Analysis in the Big Data Era -- 1 Introduction -- 2 Data: The Availability-Shock -- 3 On Efficiency: Learning Cooperatively -- 3.1 Transfer Learning -- 3.2 (Dynamic) Active Learning -- 3.3 Semi-supervised Learning -- 3.4 Cooperative Learning -- 4 On Decision-Making: Learning Confidence Measures -- 4.1 Agreement-Based Confidence Measures -- 4.2 Learning Errors -- 5 On Seeing the Larger Picture: Learning Multiple Targets -- 6 On Big Data: Distribution -- 7 Conclusion -- References -- I Conference Papers -- A Multi-criteria Text Selection Approach for Building a Speech Corpus -- 1 Introduction -- 2 Literature Review -- 3 Proposed Approach -- 4 Experimental Results -- 5 Conclusion -- References -- Experiment with GMM-Based Artefact Localization in Czech Synthetic Speech -- 1 Introduction -- 2 Method -- 3 Material, Experiments, and Results -- 4 Discussion and Conclusion -- References -- Tuned and GPU-Accelerated Parallel Data Mining from Comparable Corpora -- 1 Introduction -- 2 State of the Art -- 3 Parallel Data Mining -- 4 Yalign and Improvements -- 5 Evaluation of Obtained Comparable Corpora -- 6 Conclusions -- References -- Investigating Genre and Method Variation in Translation Using Text Classification -- 1 Introduction -- 2 Related Work and Theoretical Background -- 3 Methods -- 3.1 Data -- 3.2 Algorithms -- 4 Results -- 4.1 Genres and Methods -- 4.2 Translation Methods -- 4.3 Different Genres: Different Language? -- 4.4 Human vs. Machine -- 4.5 Feature Analysis -- 5 Conclusion and Outlook -- References -- Extracting Characteristics of Fashion Models from Magazines for Item Recommendation -- 1 Introduction -- 2 Previous Research -- 3 Proposed Method -- 3.1 Acquiring Item Name and Description -- 3.2 Finding the Features of the Model from an Item Name.
3.3 Finding the Feature of the Model from the Item Description -- 3.4 Creating a Fashion Style Vector -- 4 Experiment -- 4.1 Method 1 Data -- 4.2 Method 2 Data -- 4.3 Image Score -- 4.4 Evaluation -- 4.5 Evaluation Results -- 4.6 Discussion -- 5 Conclusion -- References -- Segment Representations in Named Entity Recognition -- 1 Introduction -- 2 Segment Representations -- 3 Related Work -- 4 NER System -- 5 Corpora -- 6 Experiments -- 6.1 Standard Partitioning -- 6.2 Significance Tests -- 6.3 Discussion -- 7 Conclusion -- References -- Analyzing Text Coherence via Multiple Annotation in the Prague Dependency Treebank -- 1 Introduction -- 2 Aim of Work -- 3 Language Material -- the Prague Dependency Treebank -- 3.1 Annotation of Sentence Information Structure -- 3.2 Annotation of Bridging Anaphora -- 4 Methods -- 5 Results -- 6 Conclusion -- References -- Automatic Detection of Parkinson's Disease in Reverberant Environments -- 1 Introduction -- 2 Experimental Setup -- 2.1 Databases -- 2.2 Speech Tasks -- 2.3 Reverberation -- 2.4 Preprocessing and Characterization of Unvoiced Frames -- 2.5 Classification -- 3 Results and Discussion -- 4 Conclusions -- References -- Automatic Detection of Parkinson's Disease from Compressed Speech Recordings -- 1 Introduction -- 2 Experimental Setup -- 2.1 Speech Recordings -- 2.2 Encoding - Compression -- 2.3 Pre-processing and Voiced/Unvoiced Segmentation -- 2.4 Characterization -- 2.5 Classification -- 3 Results -- 4 Conclusion -- References -- Time Dependent ARMA for Automatic Recognition of Fear-Type Emotions in Speech -- 1 Introduction -- 2 Materials and Methods -- 2.1 Segmentation -- 2.2 SP-TARMA Modeling -- 2.3 Feature Estimation -- 2.4 Classification -- 3 Experimental Framework and Results -- 3.1 Datasets -- 3.2 Experimental Setup -- 3.3 Results and Discussion -- 4 Conclusion -- References. Using Lexical Stress in Authorship Attribution of Historical Texts -- 1 Introduction -- 2 Lexical Stress -- 2.1 Motivation -- 2.2 Extracting Lexical Stress from Text -- 3 Machine Learning Algorithms -- 3.1 Learning Methods -- 3.2 Features Used -- 3.3 Evaluating Performance -- 3.4 Weighted Voting -- 4 Authorship Attribution with Lexical Stress Pattern Vectors -- 4.1 Experiments with Lexical Stress Patterns Only -- 4.2 Combining Stress with Other Lexical Features -- 5 Conclusion and Future Work -- References -- Eye Gaze Analyses in L1 and L2 Conversations: Difference in Interaction Structures -- 1 Introduction -- 2 Mutimodal Corpus -- 2.1 Participants -- 2.2 Experimental Setup -- 2.3 Procedure -- 2.4 Annotations -- 2.5 Transcription -- 3 Analyses -- 3.1 Analysis 1: Listener's Eye Gaze Activities -- 3.2 Analysis 2: Speaker's Eye Gaze Activities -- 3.3 Analysis 3: Eye Gaze Activities Among the Participants -- 4 Discussion -- 5 Conclusion -- References -- Word Categorization of Corporate Annual Reports for Bankruptcy Prediction by Machine Learning Methods -- 1 Introduction -- 2 Data Preprocessing -- 3 Experimental Results -- 4 Conclusion -- References -- Novel Multi-word Lists for Investors' Decision Making -- 1 Introduction -- 2 Research Methodology -- 3 Data Collection and Description -- 4 Relationship Between Word Lists and Investment Indicators -- 5 Conclusion -- References -- Topic Classifier for Customer Service Dialog Systems -- 1 Introduction -- 2 The Task and Corpus -- 3 Semantic Parsing as a Previous Step to Classification -- 3.1 The Semantic Grammar -- 3.2 Word-Level Grammars -- 4 Entropy Modeling -- 5 Classification -- 6 Experiments and Results -- 7 Conclusions and Future Work -- References -- Defining a Global Adaptive Duration Target Cost for Unit Selection Speech Synthesis -- 1 Introduction -- 2 The TTS System. 3 An Adaptive Duration Target Cost -- 3.1 Neural Network -- 3.2 Duration Target Cost -- 4 Experiments -- 4.1 Corpus Description -- 4.2 Objective Analysis -- 4.3 Subjective Evaluation -- 5 Conclusion -- References -- Adaptive Speech Synthesis of Albanian Dialects -- 1 Introduction -- 2 The Albanian Language -- 3 Grapheme-to-Phoneme Conversion -- 4 Recording Script -- 5 Recording -- 6 Voice Building -- 7 Evaluation -- 7.1 Design -- 7.2 Results -- 8 Conclusion -- References -- Language-Independent Age Estimation from Speech Using Phonological and Phonemic Features -- 1 Introduction -- 2 Test Data and Subjective Evaluation -- 3 Features Computed from the Speech Data -- 4 Results and Discussion -- References -- LecTrack: Incremental Dialog State Tracking with Long Short-Term Memory Networks -- 1 Introduction -- 2 Dialog State Tracking -- 3 LSTM Dialog State Tracker -- 3.1 Model -- 3.2 Training -- 4 Experiments -- 4.1 Dataset -- 4.2 Baseline -- 4.3 Data Preprocessing -- 4.4 Experimental Methodology -- 4.5 Results -- 5 Discussion -- 6 Related Work -- 7 Conclusion -- References -- Automatic Construction of Domain Specific Sentiment Lexicons for Hungarian -- 1 Introduction -- 2 Sentiment Lexica -- 2.1 Translating a Foreign Lexicon -- 2.2 Bootstrapping Sentiment Lexicon -- 2.3 Extending Lexicons -- 3 Data -- 4 Results -- 5 Conclusions -- References -- Investigation of Word Senses over Time Using Linguistic Corpora -- 1 Introduction -- 2 Related Work -- 3 Topic Models -- 4 Topic Models over Time -- 5 Experiments -- 6 Conclusion and Future Work -- References -- Dependency-Based Problem Phrase Extraction from User Reviews of Products -- 1 Introduction -- 2 Related Work -- 3 Target Phrase Extraction -- 3.1 Dependency Relations for Target Extraction -- 3.2 Calculating Semantic Relatedness of Problem Targets -- 3.3 Dependency-Based Approach. 4 Evaluation and Experiments -- 4.1 Difficulties in Evaluation -- 5 Conclusion -- References -- Semantic Splitting of German Medical Compounds -- 1 Introduction -- 2 Related Work -- 3 Semantic Compound Splitting Approach -- 3.1 Extract Constituent Candidates from Corpus -- 3.2 Generate Corpus-Based Split Options -- 3.3 Dismiss Split Options Based on POS Tags and Suffixed -- 3.4 Generate Split Options that Include Unknown Constituents -- 3.5 Disambiguation of Split Options -- 4 Evaluation -- 4.1 Evaluation Resources -- 4.2 Evaluation Technique -- 4.3 Evaluation Results -- 4.4 Discussion and Future Work -- 5 Conclusion -- References -- A Comparison of MT Methods for Closely Related Languages: A Case Study on Czech -- Slovak and Croatian -- Slovenian Language Pairs -- 1 Introduction -- 2 State of the Art -- 3 Methodology -- 3.1 Experiment Outline -- 3.2 Test Data -- 4 Results -- 4.1 Czech -- Slovak -- 4.2 Croatian -- Slovenian -- 4.3 Inter-rater Agreement -- 5 Conclusions and Further Work -- References -- Ideas for Clustering of Similar Models of a Speaker in an Online Speaker Diarization System -- 1 Introduction -- 2 The Diarization System -- Feature Extraction and Voice Activity Detection. -- 3 Offline Clustering -- 4 Online Clustering -- 4.1 Merging Multiple GMMs into a Single One -- 4.2 Treating Multiple GMMs as Belonging to a Single Speaker -- 5 Experiments -- 6 Conclusion -- References -- Simultaneously Trained NN-Based Acoustic Model and NN-Based Feature Extractor -- 1 Introduction -- 2 Neural-Network-Based Feature Extraction -- 3 Mean Normalization, Variance Normalization and Delta Coefficients -- 4 Neural-Network-Based Acoustic Model -- 5 Experiments and Results -- 6 Conclusion and Future Work -- References -- Named Entity Recognition for Mongolian Language -- 1 Introduction -- 2 Mongolian Names -- 3 The NER System -- 3.1 Preprocessing. 3.2 Feature Generation. |
| Record Nr. | UNISA-996466450703316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Text, Speech, and Dialogue : 18th International Conference, TSD 2015, Pilsen,Czech Republic, September 14-17, 2015, Proceedings / / edited by Pavel Král, Václav Matoušek
| Text, Speech, and Dialogue : 18th International Conference, TSD 2015, Pilsen,Czech Republic, September 14-17, 2015, Proceedings / / edited by Pavel Král, Václav Matoušek |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XVIII, 612 p. 122 illus. in color.) |
| Disciplina | 006.35 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Application software Information storage and retrieval Database management Pattern recognition Data mining Artificial Intelligence Information Systems Applications (incl. Internet) Information Storage and Retrieval Database Management Pattern Recognition Data Mining and Knowledge Discovery |
| ISBN | 3-319-24033-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- About Plzeň (Pilsen) -- Contents -- Invited Talks -- Speech Analysis in the Big Data Era -- 1 Introduction -- 2 Data: The Availability-Shock -- 3 On Efficiency: Learning Cooperatively -- 3.1 Transfer Learning -- 3.2 (Dynamic) Active Learning -- 3.3 Semi-supervised Learning -- 3.4 Cooperative Learning -- 4 On Decision-Making: Learning Confidence Measures -- 4.1 Agreement-Based Confidence Measures -- 4.2 Learning Errors -- 5 On Seeing the Larger Picture: Learning Multiple Targets -- 6 On Big Data: Distribution -- 7 Conclusion -- References -- I Conference Papers -- A Multi-criteria Text Selection Approach for Building a Speech Corpus -- 1 Introduction -- 2 Literature Review -- 3 Proposed Approach -- 4 Experimental Results -- 5 Conclusion -- References -- Experiment with GMM-Based Artefact Localization in Czech Synthetic Speech -- 1 Introduction -- 2 Method -- 3 Material, Experiments, and Results -- 4 Discussion and Conclusion -- References -- Tuned and GPU-Accelerated Parallel Data Mining from Comparable Corpora -- 1 Introduction -- 2 State of the Art -- 3 Parallel Data Mining -- 4 Yalign and Improvements -- 5 Evaluation of Obtained Comparable Corpora -- 6 Conclusions -- References -- Investigating Genre and Method Variation in Translation Using Text Classification -- 1 Introduction -- 2 Related Work and Theoretical Background -- 3 Methods -- 3.1 Data -- 3.2 Algorithms -- 4 Results -- 4.1 Genres and Methods -- 4.2 Translation Methods -- 4.3 Different Genres: Different Language? -- 4.4 Human vs. Machine -- 4.5 Feature Analysis -- 5 Conclusion and Outlook -- References -- Extracting Characteristics of Fashion Models from Magazines for Item Recommendation -- 1 Introduction -- 2 Previous Research -- 3 Proposed Method -- 3.1 Acquiring Item Name and Description -- 3.2 Finding the Features of the Model from an Item Name.
3.3 Finding the Feature of the Model from the Item Description -- 3.4 Creating a Fashion Style Vector -- 4 Experiment -- 4.1 Method 1 Data -- 4.2 Method 2 Data -- 4.3 Image Score -- 4.4 Evaluation -- 4.5 Evaluation Results -- 4.6 Discussion -- 5 Conclusion -- References -- Segment Representations in Named Entity Recognition -- 1 Introduction -- 2 Segment Representations -- 3 Related Work -- 4 NER System -- 5 Corpora -- 6 Experiments -- 6.1 Standard Partitioning -- 6.2 Significance Tests -- 6.3 Discussion -- 7 Conclusion -- References -- Analyzing Text Coherence via Multiple Annotation in the Prague Dependency Treebank -- 1 Introduction -- 2 Aim of Work -- 3 Language Material -- the Prague Dependency Treebank -- 3.1 Annotation of Sentence Information Structure -- 3.2 Annotation of Bridging Anaphora -- 4 Methods -- 5 Results -- 6 Conclusion -- References -- Automatic Detection of Parkinson's Disease in Reverberant Environments -- 1 Introduction -- 2 Experimental Setup -- 2.1 Databases -- 2.2 Speech Tasks -- 2.3 Reverberation -- 2.4 Preprocessing and Characterization of Unvoiced Frames -- 2.5 Classification -- 3 Results and Discussion -- 4 Conclusions -- References -- Automatic Detection of Parkinson's Disease from Compressed Speech Recordings -- 1 Introduction -- 2 Experimental Setup -- 2.1 Speech Recordings -- 2.2 Encoding - Compression -- 2.3 Pre-processing and Voiced/Unvoiced Segmentation -- 2.4 Characterization -- 2.5 Classification -- 3 Results -- 4 Conclusion -- References -- Time Dependent ARMA for Automatic Recognition of Fear-Type Emotions in Speech -- 1 Introduction -- 2 Materials and Methods -- 2.1 Segmentation -- 2.2 SP-TARMA Modeling -- 2.3 Feature Estimation -- 2.4 Classification -- 3 Experimental Framework and Results -- 3.1 Datasets -- 3.2 Experimental Setup -- 3.3 Results and Discussion -- 4 Conclusion -- References. Using Lexical Stress in Authorship Attribution of Historical Texts -- 1 Introduction -- 2 Lexical Stress -- 2.1 Motivation -- 2.2 Extracting Lexical Stress from Text -- 3 Machine Learning Algorithms -- 3.1 Learning Methods -- 3.2 Features Used -- 3.3 Evaluating Performance -- 3.4 Weighted Voting -- 4 Authorship Attribution with Lexical Stress Pattern Vectors -- 4.1 Experiments with Lexical Stress Patterns Only -- 4.2 Combining Stress with Other Lexical Features -- 5 Conclusion and Future Work -- References -- Eye Gaze Analyses in L1 and L2 Conversations: Difference in Interaction Structures -- 1 Introduction -- 2 Mutimodal Corpus -- 2.1 Participants -- 2.2 Experimental Setup -- 2.3 Procedure -- 2.4 Annotations -- 2.5 Transcription -- 3 Analyses -- 3.1 Analysis 1: Listener's Eye Gaze Activities -- 3.2 Analysis 2: Speaker's Eye Gaze Activities -- 3.3 Analysis 3: Eye Gaze Activities Among the Participants -- 4 Discussion -- 5 Conclusion -- References -- Word Categorization of Corporate Annual Reports for Bankruptcy Prediction by Machine Learning Methods -- 1 Introduction -- 2 Data Preprocessing -- 3 Experimental Results -- 4 Conclusion -- References -- Novel Multi-word Lists for Investors' Decision Making -- 1 Introduction -- 2 Research Methodology -- 3 Data Collection and Description -- 4 Relationship Between Word Lists and Investment Indicators -- 5 Conclusion -- References -- Topic Classifier for Customer Service Dialog Systems -- 1 Introduction -- 2 The Task and Corpus -- 3 Semantic Parsing as a Previous Step to Classification -- 3.1 The Semantic Grammar -- 3.2 Word-Level Grammars -- 4 Entropy Modeling -- 5 Classification -- 6 Experiments and Results -- 7 Conclusions and Future Work -- References -- Defining a Global Adaptive Duration Target Cost for Unit Selection Speech Synthesis -- 1 Introduction -- 2 The TTS System. 3 An Adaptive Duration Target Cost -- 3.1 Neural Network -- 3.2 Duration Target Cost -- 4 Experiments -- 4.1 Corpus Description -- 4.2 Objective Analysis -- 4.3 Subjective Evaluation -- 5 Conclusion -- References -- Adaptive Speech Synthesis of Albanian Dialects -- 1 Introduction -- 2 The Albanian Language -- 3 Grapheme-to-Phoneme Conversion -- 4 Recording Script -- 5 Recording -- 6 Voice Building -- 7 Evaluation -- 7.1 Design -- 7.2 Results -- 8 Conclusion -- References -- Language-Independent Age Estimation from Speech Using Phonological and Phonemic Features -- 1 Introduction -- 2 Test Data and Subjective Evaluation -- 3 Features Computed from the Speech Data -- 4 Results and Discussion -- References -- LecTrack: Incremental Dialog State Tracking with Long Short-Term Memory Networks -- 1 Introduction -- 2 Dialog State Tracking -- 3 LSTM Dialog State Tracker -- 3.1 Model -- 3.2 Training -- 4 Experiments -- 4.1 Dataset -- 4.2 Baseline -- 4.3 Data Preprocessing -- 4.4 Experimental Methodology -- 4.5 Results -- 5 Discussion -- 6 Related Work -- 7 Conclusion -- References -- Automatic Construction of Domain Specific Sentiment Lexicons for Hungarian -- 1 Introduction -- 2 Sentiment Lexica -- 2.1 Translating a Foreign Lexicon -- 2.2 Bootstrapping Sentiment Lexicon -- 2.3 Extending Lexicons -- 3 Data -- 4 Results -- 5 Conclusions -- References -- Investigation of Word Senses over Time Using Linguistic Corpora -- 1 Introduction -- 2 Related Work -- 3 Topic Models -- 4 Topic Models over Time -- 5 Experiments -- 6 Conclusion and Future Work -- References -- Dependency-Based Problem Phrase Extraction from User Reviews of Products -- 1 Introduction -- 2 Related Work -- 3 Target Phrase Extraction -- 3.1 Dependency Relations for Target Extraction -- 3.2 Calculating Semantic Relatedness of Problem Targets -- 3.3 Dependency-Based Approach. 4 Evaluation and Experiments -- 4.1 Difficulties in Evaluation -- 5 Conclusion -- References -- Semantic Splitting of German Medical Compounds -- 1 Introduction -- 2 Related Work -- 3 Semantic Compound Splitting Approach -- 3.1 Extract Constituent Candidates from Corpus -- 3.2 Generate Corpus-Based Split Options -- 3.3 Dismiss Split Options Based on POS Tags and Suffixed -- 3.4 Generate Split Options that Include Unknown Constituents -- 3.5 Disambiguation of Split Options -- 4 Evaluation -- 4.1 Evaluation Resources -- 4.2 Evaluation Technique -- 4.3 Evaluation Results -- 4.4 Discussion and Future Work -- 5 Conclusion -- References -- A Comparison of MT Methods for Closely Related Languages: A Case Study on Czech -- Slovak and Croatian -- Slovenian Language Pairs -- 1 Introduction -- 2 State of the Art -- 3 Methodology -- 3.1 Experiment Outline -- 3.2 Test Data -- 4 Results -- 4.1 Czech -- Slovak -- 4.2 Croatian -- Slovenian -- 4.3 Inter-rater Agreement -- 5 Conclusions and Further Work -- References -- Ideas for Clustering of Similar Models of a Speaker in an Online Speaker Diarization System -- 1 Introduction -- 2 The Diarization System -- Feature Extraction and Voice Activity Detection. -- 3 Offline Clustering -- 4 Online Clustering -- 4.1 Merging Multiple GMMs into a Single One -- 4.2 Treating Multiple GMMs as Belonging to a Single Speaker -- 5 Experiments -- 6 Conclusion -- References -- Simultaneously Trained NN-Based Acoustic Model and NN-Based Feature Extractor -- 1 Introduction -- 2 Neural-Network-Based Feature Extraction -- 3 Mean Normalization, Variance Normalization and Delta Coefficients -- 4 Neural-Network-Based Acoustic Model -- 5 Experiments and Results -- 6 Conclusion and Future Work -- References -- Named Entity Recognition for Mongolian Language -- 1 Introduction -- 2 Mongolian Names -- 3 The NER System -- 3.1 Preprocessing. 3.2 Feature Generation. |
| Record Nr. | UNINA-9910484934803321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||