Sotabase

Career

· Postdoctoral Researcher, Berkeley Artificial Intelligence Research Lab (BAIR)2019–
· Graduate Student, UC Berkeley AUTOLAB2019–

Publications (47)

Cerebral Palsy: Early Markers of Clinical Phenotype and Functional Outcome
Journal of Clinical Medicine · 2019
174
cited
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Interspeech · 2018
139
cited
The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity
Interspeech · 2019
94
cited
A Novel Way to Measure and Predict Development: A Heuristic Approach to Facilitate the Early Detection of Neurodevelopmental Disorders
Current Neurology and Neuroscience Reports · 2017
91
cited
Novel AI driven approach to classify infant motor functions
Scientific Reports · 2021
68
cited
Canonical Babbling: A Marker for Earlier Identification of Late Detected Developmental Disorders?
Current Developmental Disorders Reports · 2019
61
cited
Earlier Identification of Children with Autism Spectrum Disorder: An Automatic Vocalisation-Based Approach
Interspeech · 2017
55
cited
The voice of COVID-19: Acoustic correlates of infection in sustained vowels
Journal of the Acoustical Society of America · 2020
53
cited
How can clinicians detect and treat autism early? Methodological trends of technology use in research
Acta paediatrica · 2016
45
cited
The Relation between Reading Skills and Eye Movement Patterns in Adolescent Readers: Evidence from a Regular Orthography
PLoS ONE · 2016
42
cited
Detection of negative emotions in speech signals using bags-of-audio-words
Affective Computing and Intelligent Interaction · 2015
38
cited
Is Speech the New Blood? Recent Progress in AI-Based Disease Detection From Audio in a Nutshell
Frontiers in Digital Health · 2022
36
cited
Development of socio-communicative skills in 9- to 12-month-old individuals with fragile X syndrome.
Research in Developmental Disabilities · 2014
35
cited
Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder
Pattern Recognition · 2021
35
cited
Early Vocal Development in Autism Spectrum Disorder, Rett Syndrome, and Fragile X Syndrome: Insights from Studies Using Retrospective Video Analysis
Advances in Neurodevelopmental Disorders · 2018
32
cited
Three different profiles: Early socio-communicative capacities in typical Rett syndrome, the preserved speech variant and normal development
Developmental Neurorehabilitation · 2014
24
cited
Eye Movements during Silent and Oral Reading in a Regular Orthography: Basic Characteristics and Correlations with Childhood Cognitive Abilities and Adolescent Reading Skills
PLoS ONE · 2017
23
cited
Typical vs. atypical: Combining auditory Gestalt perception and acoustic analysis of early vocalisations in Rett syndrome.
Research in Developmental Disabilities · 2018
21
cited
Does She Speak RTT? Towards an Earlier Identification of Rett Syndrome Through Intelligent Pre-Linguistic Vocalisation Analysis
Interspeech · 2016
20
cited
The Acoustic Dissection of Cough: Diving Into Machine Listening-based COVID-19 Analysis and Detection
Journal of Voice · 2022
16
cited
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Florian Pokorny | Researcher Profile | Sotabase | Sotabase