Francis Lee Stevens’s scientific contributions

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Publications (1)


Audio-based Depression Screening using Sliding Window Sub-clip Pooling
  • Conference Paper

December 2020

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34 Reads

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19 Citations

Ermal Toto

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ML Tlachac

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Francis Lee Stevens

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Citations (1)


... The Distress Analysis Interview Corpus/Wizard-of-Oz set (DAIC-WOZ) dataset DeVault et al., 2014) comprises voice and text samples from 189 interviewed healthy and control persons, as wells as their PHQ-8 depression detection questionnaire. This dataset is commonly used in many of the depression detection research works, including (Gong & Poellabauer, 2017;Sun et al., 2017) for text-based detection, (Dubagunta et al., 2019;Toto et al., 2020;Tlachac et al., 2020) for voice-based detection, and in multi-modal architectures such as (Alhanai et al., 2018;Yang et al., 2021). We also used both ...

Reference:

Integration of Text and Graph-based Features for Detecting Mental Health Disorders from Voice
Audio-based Depression Screening using Sliding Window Sub-clip Pooling
  • Citing Conference Paper
  • December 2020