Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder

Judith Dineley, Grace Lavelle, Daniel Leightley, Faith Matcham, Sara Siddi, Maria Teresa Peñarrubia-María, Katie M. White, Alina Ivan, Carolin Oetzmann, Sara Simblett, Erin Dawe-Lane, Stuart Bruce, Daniel Stahl, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Amos A. Folarin, Josep Maria Haro, Til Wykes, Richard J.B. Dobson, Vaibhav A. Narayan, Matthew Hotopf, Björn W. Schuller, Nicholas Cummins, The RADAR-CNS Consortium

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.

doi: 10.21437/Interspeech.2021-1240

Cite as: Dineley, J., Lavelle, G., Leightley, D., Matcham, F., Siddi, S., Peñarrubia-María, M.T., White, K.M., Ivan, A., Oetzmann, C., Simblett, S., Dawe-Lane, E., Bruce, S., Stahl, D., Ranjan, Y., Rashid, Z., Conde, P., Folarin, A.A., Haro, J.M., Wykes, T., Dobson, R.J.B., Narayan, V.A., Hotopf, M., Schuller, B.W., Cummins, N., The RADAR-CNS Consortium, (2021) Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder. Proc. Interspeech 2021, 631-635, doi: 10.21437/Interspeech.2021-1240

@inproceedings{dineley21_interspeech,
  author={Judith Dineley and Grace Lavelle and Daniel Leightley and Faith Matcham and Sara Siddi and Maria Teresa Peñarrubia-María and Katie M. White and Alina Ivan and Carolin Oetzmann and Sara Simblett and Erin Dawe-Lane and Stuart Bruce and Daniel Stahl and Yatharth Ranjan and Zulqarnain Rashid and Pauline Conde and Amos A. Folarin and Josep Maria Haro and Til Wykes and Richard J.B. Dobson and Vaibhav A. Narayan and Matthew Hotopf and Björn W. Schuller and Nicholas Cummins and  {The RADAR-CNS Consortium}},
  title={{Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder}},
  year=2021,
  booktitle={Proc. Interspeech 2021},
  pages={631--635},
  doi={10.21437/Interspeech.2021-1240}
}