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The Dynamic Role of Subphonemic Cues in Speech Perception: Investigating Coarticulatory Processing Across Sound Classes
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42 |
Stimulus onset asynchrony and the timeline of word recognition : event-related potentials during sentence reading
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In: Neuropsychologia ; 50 (2012), 8. - S. 1852-1870. - ISSN 0028-3932. - eISSN 1873-3514 (2012)
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43 |
A real time Named Entity Recognition system for Arabic text mining
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44 |
Phonological Priming in Japanese-English Bilinguals: Evidence from Lexical Decision and ERP
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In: Electronic Thesis and Dissertation Repository (2012)
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46 |
Receptive Vocabulary Knowledge in Low-Functioning Autism as Assessed by Eye Movements, Pupillary Dilation, and Event-Related Potentials
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In: DTIC (2011)
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Automatic Top-Down Processing Explains Common Left Occipito-Temporal Responses to Visual Words and Objects
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In: CEREB CORTEX , 21 (1) 103 - 114. (2011) (2011)
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48 |
Attentional Cues During Speech Perception
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In: Open Access Dissertations (2011)
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49 |
Influence of aging on the neural correlates of autobiographical, episodic, and semantic memory retrieval
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51 |
Inferior Frontal Gyrus Activation Predicts Individual Differences in Perceptual Learning of Cochlear-Implant Simulations
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In: J NEUROSCI , 30 (21) 7179 - 7186. (2010) (2010)
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52 |
Lexicality drives audio-motor transformations in Broca's area
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In: BRAIN LANG , 112 (1) 3 - 11. (2010) (2010)
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54 |
Early emotion word processing: evidence from event-related potentials
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55 |
Language experience shapes early electrophysiological responses to visual stimuli: the effects of writing system, stimulus length, and presentation duration.
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In: NeuroImage, vol 39, iss 4 (2008)
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56 |
Improving Information Extraction and Translation Using Component Interactions
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In: DTIC (2008)
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57 |
Neural correlates of foveal splitting in reading: Evidence from an ERP study of Chinese character recognition
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In: Hsiao, Janet Hui-wen; Shillcock, Richard; & Lee, Chia-ying. (2007). Neural correlates of foveal splitting in reading: Evidence from an ERP study of Chinese character recognition. Neuropsychologia, 45(6), 1280 - 1292. UC San Diego: Retrieved from: http://www.escholarship.org/uc/item/5b67s9nb (2007)
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58 |
Entropy Based Classifier Combination for Sentence Segmentation
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In: DTIC (2007)
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Abstract:
We describe recent extensions to our previous work, where we explored the use of individual classifiers, namely, boosting and maximum entropy models for sentence segmentation. In this paper we extend the set of classification methods with support vector machine (SVM). We propose a new dynamic entropy-based classifier combination approach to combine these classifiers, and compare it with the traditional classifier combination techniques, namely, voting, linear regression and logistic regression. Furthermore, we also investigate the combination of hidden event language models with the output of the proposed classifier combination, and the output of individual classifiers. Experimental studies conducted on the Mandarin TDT4 broadcast news database shows that the SVM classifier as an individual classifier improves over our previous best system. However, the proposed entropy-based classifier combination approach shows the best improvement in F-Measure of 1% absolute, and the voting approach shows the best reduction in NIST error rate of 2.7% absolute when compared to the previous best system.
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Keyword:
*SPEECH RECOGNITION; *WORDS(LANGUAGE); ASR(AUTOMATIC SPEECH RECOGNITION); CLASSIFICATION; CLASSIFIER COMBINATION; ENTROPY; HIDDEN EVENT LANGUAGE MODEL; LEXICAL AND PROSODIC FEATURES; LINEAR REGRESSION ANALYSIS; Linguistics; SEGMENTED; SVM(SUPPORT VECTOR MACHINE); VECTOR ANALYSIS; Voice Communications
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URL: http://www.dtic.mil/docs/citations/ADA463040 http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA463040
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59 |
Rhyme processing in the brain: An ERP mapping study
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In: INT J PSYCHOPHYSIOL , 63 (3) 240 - 250. (2007) (2007)
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Distinct patterns of neural activity during memory formation of nonwords versus words
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In: J COGNITIVE NEUROSCI , 19 (11) 1776 - 1789. (2007) (2007)
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