Named One of London's Top 10 Scaleups for 2025!

  • Named One of London's Top 10 Scaleups for 2025!

  • Named One of London's Top 10 Scaleups for 2025!

Publications

With over 200 publications between the team, thymia has proven scientific excellence.

100+

publications

100+

publications

100+

publications

Paper

30 March 2022

Speech and the n-Back task as a lens into depression

Our paper got accepted into interspeech 2022!

This paper presents strong evidence that embedded in any speech signal is a rich combination of cognitive, neuromuscular and physiological information. This richness makes speech a powerful signal in relation to a range of different health conditions, including major depressive disorders (MDD).

We then present a set of machine learning experiments that demonstrate that combining speech with features from an n-Back working memory assessment improves classifier performance when predicting the popular eight-item Patient Health Questionnaire depression scale (PHQ-8).

Paper

30 March 2022

Speech and the n-Back task as a lens into depression

Our paper got accepted into interspeech 2022!

This paper presents strong evidence that embedded in any speech signal is a rich combination of cognitive, neuromuscular and physiological information. This richness makes speech a powerful signal in relation to a range of different health conditions, including major depressive disorders (MDD).

We then present a set of machine learning experiments that demonstrate that combining speech with features from an n-Back working memory assessment improves classifier performance when predicting the popular eight-item Patient Health Questionnaire depression scale (PHQ-8).