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Cognitive, Language, Learning Disabilities & Low Literacy

Activity detection and recognition of daily living events

K. Avgerinakis, A. Briassouli, I. Kompatsiaris

Video activity data from people with dementia, people with mild cognitive impairment, and healthy ones are collected to develop activity detection and recognition systems. Participants are asked to perform a set of activities like serving beverage in a home-like environment.
Tags: 
DementiaActivities of Daily Living

Ratner Corpus

N. Ratner, S. Wagovich, S. Orloski

This dataset contains corpus records from 23 children within 4 months of stuttering onset and 15 age- , gender- and SES-matched fluent peers used in a series of published research reports from 1997 to 2012. Both audio and video recordings of language testing sessions were made, and languagme samples were transcribed.
Tags: 
StutteringLanguage development

Lu Corpus

C. Lu

Corpus of text and audio from tiawanese dementia patients was collected. Narrative and procedural discourse are focused in this dataset. Dementia patients read out certain texts and the audio is collected.
Tags: 
AphasiaTaiwanese

The Multimodal Dyadic Behavior Dataset

James M. Rehg, A. Rozga, Gregory D. Abowd, Matthew S. Goodwin

Behavioral imaging can affect the quality of care for individuals with a developmental or behavioral disorder. Multimodal videos, audio and affective sensors are annotated for relevant child behaviours
Tags: 
Autism Spectrum DisordersBehavioral research

The Nemours database of dysarthric speech

X. Menendez-Pidal, J.B. Polikoff, S.M. Peters, J.E. Leonzio, H.T. Bunnell

This work collects speech by dysarthic patients to investigate the general charecteristics of dysarthic speech. 74 sentences are spoken by each speaker, then the speech is labeled at the phoneme level.
Tags: 
Dysarthria

DSet Touchscreen typing-pattern analysis for detecting fne motor skills decline in early-stage Parkinson’s disease

D. Iakovakis, S. Hadjidimitriou, V. Charisis, S. Bostantzopoulou, Z. Katsarou, Leontios J. Hadjileontiadis

A machine learning classifier to automatically detect motor impariment in patients with Parkinson's disease is constructed using a dataset collected by recording touchscreen keystrokes in a clinical setting. The collection protocol includes a typing experiment of multiple text excerpts on smartphones and a clinical evaluation of Early PD patients and healthy controls.
Tags: 
Parkinson's diseaseParkinsons

Illinois International Stuttering Research Project Corpus

N. Ambrose, E. Yairi

This dataset is part of the longitudinal stuttering research project at the University of Illinois which and used to study the onset and subsequent developmental course of stuttering in children under age six, documenting what happens to children who begin stuttering and generate criteria for risks Speech-language samples are collected from pre-school children with and without stuttering involved in multiple tests including speech and language at different age stages.
Tags: 
StutteringEarly Childhood StutteringStuttering-like disfluencies

Alector: A Parallel Corpus of Simplified French Texts with Alignments of Misreadings by Poor and Dyslexic Readers

N. Gala, A. Tack, L. Javourey-Drevet, T. François, Johannes C. Ziegler

Reading errors by poor and dyslexic readers are collected to buid a corpus for the development of automatic text simplification tools. A sample of 21 children was asked to read aloud 5 original and 5 simplified texts, and answer a reading comprehension test after each text.
Tags: 
dyslexiaReading Impaired

English PPA DePaul

R. DePaul

Speech samples were collected to construct a dataset for speech issues faced by people with aphasia. Patient was given tasks in 2 sessions with audio being recorded for one and the video being recorded for the other.
Tags: 
AphasiaPrimary Progressive Aphasia

English PPA Hopkins

A. Hillis

A dataset of Speech is collected to investigate the progression of Primary Progressive Aphasia. Patients were given tasks and some of then were recorded
Tags: 
AphasiaPrimary Progressive Aphasia