Daniel Blackburn
12 papers · 2016–2022 · 1 conference · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6)
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Academic Marathon
(6)
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Renaissance Researcher
(6)
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(12)
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(7)
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Century Club
(12)
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(58)
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Conference Pioneer
Conferences
INTERSPEECH (12)
Top co-authors
Keywords
automatic speech recognition
(4)
acoustic feature extraction
(3)
deep neural network
(2)
alzheimer disease
(2)
conversation analysis
(2)
speech analysis
(2)
feature extraction
(2)
speech processing
(1)
data augmentation
(1)
logistic regression
(1)
clinical speech analysis
(1)
cognitive decline
(1)
clinical diagnosis
(1)
attention mechanism
(1)
variational autoencoder
(1)
convolutional neural network
(1)
generative model
(1)
speech transcription
(1)
feature augmentation
(1)
feature selection
(1)
Papers
Evaluating the Performance of State-of-the-Art ASR Systems on Non-Native English using Corpora with Extensive Language Background Variation
INTERSPEECH 2022
Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores
INTERSPEECH 2022
Identifying Cognitive Impairment Using Sentence Representation Vectors
INTERSPEECH 2021
Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic- and BERT-Based Alzheimer’s Dementia Detection Through Spontaneous Speech
INTERSPEECH 2021
Acoustic Feature Extraction with Interpretable Deep Neural Network for Neurodegenerative Related Disorder Classification
INTERSPEECH 2020
A Comparison of Acoustic and Linguistics Methodologies for Alzheimer’s Dementia Recognition
INTERSPEECH 2020
Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation
INTERSPEECH 2020
Improving Detection of Alzheimer’s Disease Using Automatic Speech Recognition to Identify High-Quality Segments for More Robust Feature Extraction
INTERSPEECH 2020
Automatic Hierarchical Attention Neural Network for Detecting AD
INTERSPEECH 2019
Detecting Signs of Dementia Using Word Vector Representations
INTERSPEECH 2018
An Avatar-Based System for Identifying Individuals Likely to Develop Dementia
INTERSPEECH 2017
Diagnosing People with Dementia Using Automatic Conversation Analysis
INTERSPEECH 2016