StressSpeak: A Speech-Driven Framework for Real-Time Personalized Stress Detection and Adaptive Psychological Support.

Umer L, Iqbal J, Ayaz Y, Imam H, Ahmad A, Asgher U

DOI: 10.3390/diagnostics15222871
Published: 2025 Nov 12
Container: Diagnostics (Basel, Switzerland)
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3390/diagnostics15222871,
  title = {StressSpeak: A Speech-Driven Framework for Real-Time Personalized Stress Detection and Adaptive Psychological Support.},
  author = {Umer L and Iqbal J and Ayaz Y and Imam H and Ahmad A and Asgher U},
  year = {2025},
  journal = {Diagnostics (Basel, Switzerland)},
  doi = {10.3390/diagnostics15222871},
  url = {https://doi.org/10.3390/diagnostics15222871}
}

RIS

TY  - JOUR
TI  - StressSpeak: A Speech-Driven Framework for Real-Time Personalized Stress Detection and Adaptive Psychological Support.
AU  - Umer L
AU  - Iqbal J
AU  - Ayaz Y
AU  - Imam H
AU  - Ahmad A
AU  - Asgher U
PY  - 2025
JO  - Diagnostics (Basel, Switzerland)
DO  - 10.3390/diagnostics15222871
UR  - https://doi.org/10.3390/diagnostics15222871
ER  -

APA

L, U., J, I., Y, A., H, I., A, A., & U, A. (2025). StressSpeak: A Speech-Driven Framework for Real-Time Personalized Stress Detection and Adaptive Psychological Support.. Diagnostics (Basel, Switzerland). https://doi.org/10.3390/diagnostics15222871

Source records

pubmed · retrieved 2026-11-10T16:39:28.411Z
europe-pmc · retrieved 2026-11-10T16:39:28.425Z