Research map: SpeechDETECT: an explainable automated speech processing pipeline for early detection of neurological and health changes
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XGBoost
· Tianqi Chen · 2016 · 53618 citations · Cited by this paper
Hybridization of fuzzy logic based relevance vector and multi kernel image enhancement for Alzheimer′s disease diagnosis
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· Najim Dehak · 2010 · 3608 citations · Cited by this paper
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· DAVID E. SNYDER · 2018 · 2720 citations · Cited by this paper
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· Florian Eyben · 2010 · 2660 citations · Cited by this paper
Enhancing explainability and performance of the depression detection model on social media utilizing feature engineering and LLMs
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· Hynek Heřmanský · 1990 · 2546 citations · Cited by this paper
Healthcare utilization and chronic condition clusters in multimorbidity patients using weighted k-means: a register-based study in Denmark
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VoxCeleb: A Large-Scale Speaker Identification Dataset
· Arsha Nagrani · 2017 · 2178 citations · Cited by this paper
LDComKG: an LLM-powered dual-enhanced framework for community-aware knowledge graph completion in traditional Chinese medicine
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The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing
· Florian Eyben · 2015 · 1830 citations · Cited by this paper
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· Ian T. Jolliffe · 2014 · 1259 citations · Cited by this paper
Risk score for the prediction of dementia risk in 20 years among middle aged people: a longitudinal, population-based study
· Miia Kivipelto · 2006 · 1157 citations · Cited by this paper
The INTERSPEECH 2009 emotion challenge
· Björn Wolfgang Schuller · 2009 · 940 citations · Cited by this paper
Multilayer Perceptron (MLP)
· Hind Taud · 2017 · 935 citations · Cited by this paper
Mapping Scores Onto Stages: Mini-Mental State Examination and Clinical Dementia Rating
· Robert Perneczky · 2006 · 775 citations · Cited by this paper
Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge
· Björn Wolfgang Schuller · 2011 · 762 citations · Cited by this paper
COVAREP — A collaborative voice analysis repository for speech technologies
· Gilles Degottex · 2014 · 690 citations · Cited by this paper
Feature selection using Joint Mutual Information Maximisation
· Mohamed Bennasar · 2015 · 673 citations · Cited by this paper
The INTERSPEECH 2010 paralinguistic challenge
· Björn Wolfgang Schuller · 2010 · 578 citations · Cited by this paper
The Natural History of Alzheimer's Disease
· James T. Becker · 1994 · 578 citations · Cited by this paper
Mild cognitive impairment
· Anja Busse · 2006 · 558 citations · Cited by this paper
Line spectrum representation of linear predictor coefficients of speech signals
· Fumitada Itakura · 1975 · 528 citations · Cited by this paper
Mel Frequency Cepstral Coefficient and its Applications: A Review
· Zrar Kh. Abdul · 2022 · 527 citations · Cited by this paper
Improved Random Forest for Classification
· Angshuman Paul · 2018 · 476 citations · Cited by this paper
Eigenvoice modeling with sparse training data
· Patrick J Kenny · 2005 · 475 citations · Cited by this paper
Spoken Language Derived Measures for Detecting Mild Cognitive Impairment
· Brian Roark · 2011 · 366 citations · Cited by this paper
Improving the health of African Americans in the USA: an overdue opportunity for social justice
· Allan S. Noonan · 2016 · 353 citations · Cited by this paper
Connected speech and language in mild cognitive impairment and Alzheimer’s disease: A review of picture description tasks
· Kimberly Diggle Mueller · 2018 · 343 citations · Cited by this paper
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