• Refine your search:
  • 
    Keyword:
    
    • *SPEECH RECOGNITION (1)
    • *WORDS(LANGUAGE) (1)
    • ASR(AUTOMATIC SPEECH RECOGNITION) (1)
    • CLASSIFICATION (1)
    • CLASSIFIER COMBINATION (1)
    • ENTROPY (1)
    • HIDDEN EVENT LANGUAGE MODEL (1)
    • LEXICAL AND PROSODIC FEATURES (1)
    • LINEAR REGRESSION ANALYSIS (1)
    • Linguistics (1)
    •   more
  • 
    Creator / Publisher
  • 
    Year
  • 
    Medium
  • 
    Type
  • 
    BLLDB-Access

Search in the Catalogues and Directories

All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 5 of 5 1 A comparison of acoustic and linguistics methodologies for Alzheimer’s dementia recognition Cummins, N.; Pan, Y.; Ren, Z.; Fritsch, J.; Nallanthighal, V.S.; Christensen, H.; Blackburn, D.; Schuller, B.W.; Magimai-Doss, M.; Strik, H.; Härmä, A.. - : ISCA - International Speech Communication Association, 2020 Abstract: In the light of the current COVID-19 pandemic, the need for remote digital health assessment tools is greater than ever. This statement is especially pertinent for elderly and vulnerable populations. In this regard, the INTERSPEECH 2020 Alzheimer’s Dementia Recognition through Spontaneous Speech (ADReSS) Challenge offers competitors the opportunity to develop speech and language-based systems for the task of Alzheimer’s Dementia (AD) recognition. The challenge data consists of speech recordings and their transcripts, the work presented herein is an assessment of different contemporary approaches on these modalities. Specifically, we compared a hierarchical neural network with an attention mechanism trained on linguistic features with three acoustic-based systems: (i) Bag-of-Audio-Words (BoAW) quantising different low-level descriptors, (ii) a Siamese Network trained on log-Mel spectrograms, and (iii) a Convolutional Neural Network (CNN) end-to-end system trained on raw waveforms. Key results indicate the strength of the linguistic approach over the acoustics systems. Our strongest test-set result was achieved using a late fusion combination of BoAW, End-to-End CNN, and hierarchical-attention networks, which outperformed the challenge baseline in both the classification and regression tasks. URL: https://eprints.whiterose.ac.uk/170037/7/A%20comparison%20of%20acoustic%20and%20linguistics%20methodologies%20for%20Alzheimer%E2%80%99s%20dementia%20recognition.pdf http://eprints.whiterose.ac.uk/170037/ https://www.isca-speech.org/archive/Interspeech_2020/abstracts/2635.html BASE Hide details 2 Multilingual Recognition and Identification - Applying Multi- and Cross-Lingual Stochastic Phone Space Transformations to Non-Native Speech Recognition Imseng, D; Bourlard, H; Dines, J... In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 21 (2013) 7, 1713-1726 OLC Linguistik Show details 3 Applying Multi- and Cross-Lingual Stochastic Phone Space Transformations to Non-Native Speech Recognition Imseng, D; Bourlard, H; Dines, J... In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 21 (2013) 7, 1713 OLC Linguistik Show details 4 Acoustic Modeling for Automatic Speech Recognition Analysis of MLP-Based Hierarchical Phoneme Posterior Probability Estimator Pinto, J; Garimella, Sivaram; Magimai-Doss, M... In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 19 (2011) 2, 225-241 OLC Linguistik Show details 5 Entropy Based Classifier Combination for Sentence Segmentation Magimai-Doss, M.; Hakkani-Tur, D.; Cetin, O.... In: DTIC (2007) BASE Show details

Mobile view All Catalogues UB Frankfurt Linguistik 0 IDS Mannheim 0 OLC Linguistik 3 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 0 Institut für Empirische Sprachwissenschaft 0 Leibniz-Centre General Linguistics (ZAS) 0 Bibliographies BLLDB 0 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 0 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 0 MPI-SHH Linguistics Collection 0 MPI for Psycholinguistics 0 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 2 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0