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Irregularity-Aware Graph Fourier Transforms

IEEE transactions on signal processing, 2018-11, Vol.66 (21), p.5746-5761

2018

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On Short-Time Estimation of Vocal Tract Length from Formant Frequencies

PloS one, 2015-07, Vol.10 (7), p.e0132193-e0132193

2015

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"Rate My Therapist": Automated Detection of Empathy in Drug and Alcohol Counseling via Speech and Language Processing

PloS one, 2015-12, Vol.10 (12), p.e0143055

2015

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The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing

IEEE transactions on affective computing, 2016-04, Vol.7 (2), p.190-202

2016

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A multimodal analysis of physical activity, sleep, and work shift in nurses with wearable sensor data

Scientific reports, 2021-04, Vol.11 (1), p.8693-8693, Article 8693

2021

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MUPET—Mouse Ultrasonic Profile ExTraction: A Signal Processing Tool for Rapid and Unsupervised Analysis of Ultrasonic Vocalizations

Neuron (Cambridge, Mass.), 2017-05, Vol.94 (3), p.465-485.e5

2017

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Machine Learning and Natural Language Processing in Psychotherapy Research: Alliance as Example Use Case

Journal of counseling psychology, 2020-07, Vol.67 (4), p.438-448

2020

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A computational lens into how music characterizes genre in film

PloS one, 2021-04, Vol.16 (4), p.e0249957-e0249957

2021

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Use of machine learning to improve autism screening and diagnostic instruments: effectiveness, efficiency, and multi-instrument fusion

Journal of child psychology and psychiatry, 2016-08, Vol.57 (8), p.927-937

2016

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Creating musical features using multi-faceted, multi-task encoders based on transformers

Scientific reports, 2023-07, Vol.13 (1), p.10713-10713, Article 10713

2023

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Representation of professions in entertainment media: Insights into frequency and sentiment trends through computational text analysis

PloS one, 2022-05, Vol.17 (5), p.e0267812

2022

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Deblurring for spiral real‐time MRI using convolutional neural networks

Magnetic resonance in medicine, 2020-12, Vol.84 (6), p.3438-3452

2020

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Complexity of vocal tract shaping in glossectomy patients and typical speakers: A principal component analysis

The Journal of the Acoustical Society of America, 2021-06, Vol.149 (6), p.4437-4449

2021

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Robust Voice Activity Detection Using Long-Term Signal Variability

IEEE transactions on audio, speech, and language processing, 2011-03, Vol.19 (3), p.600-613

2011

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Emotion recognition using a hierarchical binary decision tree approach

Speech communication, 2011-11, Vol.53 (9), p.1162-1171

2011

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Markov Chain Monte Carlo Inference of Parametric Dictionaries for Sparse Bayesian Approximations

IEEE transactions on signal processing, 2016-06, Vol.64 (12), p.3077-3092

2016

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Boys don't cry (or kiss or dance): A computational linguistic lens into gendered actions in film

PloS one, 2022-12, Vol.17 (12), p.e0278604-e0278604

2022

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Rigid Head Motion in Expressive Speech Animation: Analysis and Synthesis

IEEE transactions on audio, speech, and language processing, 2007-03, Vol.15 (3), p.1075-1086

2007

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A Framework for Automatic Human Emotion Classification Using Emotion Profiles

IEEE transactions on audio, speech, and language processing, 2011-07, Vol.19 (5), p.1057-1070

2011

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A Globally-Variant Locally-Constant Model for Fusion of Labels from Multiple Diverse Experts without Using Reference Labels

IEEE transactions on pattern analysis and machine intelligence, 2013-04, Vol.35 (4), p.769-783

2013

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Multimodal analysis of temporal affective variability within treatment for depression

Journal of consulting and clinical psychology, 2024-07

2024

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Dynamic off‐resonance correction for spiral real‐time MRI of speech

Magnetic resonance in medicine, 2019-01, Vol.81 (1), p.234-246

2019

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IEMOCAP: interactive emotional dyadic motion capture database

Language Resources and Evaluation, 2008-12, Vol.42 (4), p.335-359

2008

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Speed-accuracy tradeoffs in human speech production

PloS one, 2018-09, Vol.13 (9), p.e0202180-e0202180

2018

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A Computational Study of Expressive Facial Dynamics in Children with Autism

IEEE transactions on affective computing, 2018-01, Vol.9 (1), p.14-20

2018

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Irregularity-Aware Graph Fourier Transforms

On Short-Time Estimation of Vocal Tract Length from Formant Frequencies

"Rate My Therapist": Automated Detection of Empathy in Drug and Alcohol Counseling via Speech and Language Processing

The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing

A multimodal analysis of physical activity, sleep, and work shift in nurses with wearable sensor data

MUPET—Mouse Ultrasonic Profile ExTraction: A Signal Processing Tool for Rapid and Unsupervised Analysis of Ultrasonic Vocalizations

Machine Learning and Natural Language Processing in Psychotherapy Research: Alliance as Example Use Case

A computational lens into how music characterizes genre in film

Use of machine learning to improve autism screening and diagnostic instruments: effectiveness, efficiency, and multi-instrument fusion

Creating musical features using multi-faceted, multi-task encoders based on transformers

Representation of professions in entertainment media: Insights into frequency and sentiment trends through computational text analysis

Deblurring for spiral real‐time MRI using convolutional neural networks

Complexity of vocal tract shaping in glossectomy patients and typical speakers: A principal component analysis

Robust Voice Activity Detection Using Long-Term Signal Variability

Emotion recognition using a hierarchical binary decision tree approach

Markov Chain Monte Carlo Inference of Parametric Dictionaries for Sparse Bayesian Approximations

Boys don't cry (or kiss or dance): A computational linguistic lens into gendered actions in film

Rigid Head Motion in Expressive Speech Animation: Analysis and Synthesis

A Framework for Automatic Human Emotion Classification Using Emotion Profiles

A Globally-Variant Locally-Constant Model for Fusion of Labels from Multiple Diverse Experts without Using Reference Labels

Multimodal analysis of temporal affective variability within treatment for depression

Dynamic off‐resonance correction for spiral real‐time MRI of speech

IEMOCAP: interactive emotional dyadic motion capture database

Speed-accuracy tradeoffs in human speech production

A Computational Study of Expressive Facial Dynamics in Children with Autism

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