Paula Andrea Pérez-Toro, M. Sc.

Paula Andrea Pérez-Toro, M. Sc.

Department of Computer Science
Chair of Computer Science 5 (Pattern Recognition)

Room: Room 10.158
Martensstr. 3
91058 Erlangen

Office hours

09:00 - 17:00, Room 10.158,

Academic CV

  • Since 2024:
    Postdoctoral Researcher at Friedrich-Alexander University, Erlangen-Nürnberg, Germany
  • 12/2023-Ongoing:
    Guest researcher at Harvard Medical School/Massachusetts General Hospital, Boston
  • Since 08/2023:
    Associated researcher at King’s College, London
  • 2022:
    Activity-Leader/Coordinator of the EIT Health M.Sc. in HMDA
  • 04/2021 – 08/2024:
    PhD Candidate at Friedrich-Alexander University, Erlangen-Nürnberg, Germany
  • 10/2020-04/2021:
    Spirio Sessions Projekt at TH Nürnberg
  • 01/2019-07/2024:
    Lecturer at Department of Electronics and Telecommunications Engineering, University of Antioquia, Colombia

Projects

No projects found.

Publications

2024

Journal Articles

Conference Contributions

2023

Authored Books

Conference Contributions

2022

Authored Books

Journal Articles

Conference Contributions

2021

Journal Articles

Conference Contributions

2020

Journal Articles

Conference Contributions

2019

Conference Contributions

2018

Conference Contributions

Awards, Honours and Scholarships

2024

  • : Taukadial Challenge (Interspeech 2024) – 2024
  • : Summa Cum Laude PhD Thesis (Friedrich-Alexander-Universität Erlangen-Nürnberg) – 2024

2023

  • : Travel Grant (Interspeech) – 2023

2020

  • : Scholarship for exchange students (Deutscher Akademischer Austauschdienst (DAAD)) – 2020

2019

  • : Research Intership (Bayerische Hochschulzentrum für Lateinamerika (BAYLAT)) – 2019
  • : "Estudiante Instructor" Best Admission Exam for Master's degree (Univesity of Antioquia) – 2019

2018

  • : Best Bachelor degree projects (University of Antioquia) – 2018

Student Thesis and Research Projects

Type Title Status
MA thesis Master Thesis – Annotation by Speech in Radiology open
MA thesis Normalization of Sensor and Smartphone Gait Signals of Parkinson’s Disease Patients Using Deep Learning running
BA thesis Android App Respiratory Diseases open
Project Text Embedddings in Pathological Speech running
MA thesis Gen AI: Speech Emotion Recognition running
Project Speech Emotion Recognition Demo open
MA thesis Text Generation in Alzheimer’s Disease running
MA thesis A Bias Analysis on Audio and Linguistic Embeddings for the Classification of Alzheimer’s Disease finished
Project Generation of Clinical Text Reports from Chest X-Ray Images finished
MA thesis Graph Neural Networks in Pathological Speech running
Project Transferring of emotional knowledge: from quantitative emotions to qualitative emotions running
MA thesis Cross-Dataset Phonological Speech Analysis of Children with Cleft Lip and Palate finished
Project Automatic recognition of bavarian dialects finished
MA thesis Large Language Model for Generation of Structured Medical Report from X-ray Transcriptions finished
MA thesis Natural Language Text Generation for Symbolic Descriptions Using Language Models finished
Project Word Embeddings Applied to Alzheimer’s Disease finished
MA thesis Edge-AI: Self-sensing backpressure estimation in piezoelectric micropumps using machine learning methods on a limited hardware finished
Project Alzheimer’s Disease and Depression: A Bias Analysis and Machine Learning Investigation finished
MA thesis Empathetic Deep Learning to the Rescue: Speech Emotion Recognition from Adults to Children finished
BA thesis Classical Acoustic Markers for Depression in Parkinson’s Disease finished