TY - GEN
T1 - Remote smartphone-based speech collection
T2 - 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021
AU - Dineley, Judith
AU - Lavelle, Grace
AU - Leightley, Daniel
AU - Matcham, Faith
AU - Siddi, Sara
AU - Peñarrubia-María, Maria Teresa
AU - White, Katie M.
AU - Ivan, Alina
AU - Oetzmann, Carolin
AU - Simblett, Sara
AU - Dawe-Lane, Erin
AU - Bruce, Stuart
AU - Stahl, Daniel
AU - Ranjan, Yatharth
AU - Rashid, Zulqarnain
AU - Conde, Pauline
AU - Folarin, Amos A.
AU - Haro, Josep Maria
AU - Wykes, Til
AU - Dobson, Richard J.B.
AU - Narayan, Vaibhav A.
AU - Hotopf, Matthew
AU - Schuller, Björn W.
AU - Cummins, Nicholas
N1 - Publisher Copyright:
Copyright © 2021 ISCA.
PY - 2021
Y1 - 2021
N2 - The ease of in-the-wild speech recording using smartphones has sparked considerable interest in the combined application of speech, remote measurement technology (RMT) and advanced analytics as a research and healthcare tool. For this to be realised, the acceptability of remote speech collection to the user must be established, in addition to feasibility from an analytical perspective. To understand the acceptance, facilitators, and barriers of smartphone-based speech recording, we invited 384 individuals with major depressive disorder (MDD) from the Remote Assessment of Disease and Relapse - Central Nervous System (RADAR-CNS) research programme in Spain and the UK to complete a survey on their experiences recording their speech. In this analysis, we demonstrate that study participants were more comfortable completing a scripted speech task than a free speech task. For both speech tasks, we found depression severity and country to be significant predictors of comfort. Not seeing smartphone notifications of the scheduled speech tasks, low mood and forgetfulness were the most commonly reported obstacles to providing speech recordings.
AB - The ease of in-the-wild speech recording using smartphones has sparked considerable interest in the combined application of speech, remote measurement technology (RMT) and advanced analytics as a research and healthcare tool. For this to be realised, the acceptability of remote speech collection to the user must be established, in addition to feasibility from an analytical perspective. To understand the acceptance, facilitators, and barriers of smartphone-based speech recording, we invited 384 individuals with major depressive disorder (MDD) from the Remote Assessment of Disease and Relapse - Central Nervous System (RADAR-CNS) research programme in Spain and the UK to complete a survey on their experiences recording their speech. In this analysis, we demonstrate that study participants were more comfortable completing a scripted speech task than a free speech task. For both speech tasks, we found depression severity and country to be significant predictors of comfort. Not seeing smartphone notifications of the scheduled speech tasks, low mood and forgetfulness were the most commonly reported obstacles to providing speech recordings.
KW - Collection barriers
KW - Depression
KW - In-the-wild
KW - Remote speech collection
KW - User acceptance
UR - http://www.scopus.com/inward/record.url?scp=85119278522&partnerID=8YFLogxK
U2 - 10.21437/Interspeech.2021-1240
DO - 10.21437/Interspeech.2021-1240
M3 - Conference contribution
AN - SCOPUS:85119278522
T3 - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
SP - 456
EP - 460
BT - 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021
PB - International Speech Communication Association
Y2 - 30 August 2021 through 3 September 2021
ER -