Francisco Teixeira

Francisco TeixeiraINESC-ID | SA-HLT 

791E-40CC-B97E
0000-0001-6614-3168
UYrQuTcAAAAJ&hl

213100326     212 francisco.s.teixeira@inesc-id.pt www.hlt.inesc-id.pt/w/Francisco_Teixeira

Francisco Teixeira received the Integrated M.Sc. in Electrical and Computer Engineering degree from Instituto Superior Técnico (IST), University of Lisbon, in 2018. He is currently a Ph.D. student under the supervision of professors Isabel Trancoso and Alberto Abad. His main research interest is privacy-preserving speech processing. In particular, his research focuses on the combination of cryptographic and machine learning methods for privacy in remote speech processing settings. He is a member of the International Speech Communication Association - Student Advisory Committee (ISCA-SAC).

Research interests: Speech Processing, Machine Learning, Privacy, Cryptography

 

Total Publications: 17

Article (Author)

• Preserving Privacy in Speaker and Speech Characterisation
  Andreas Nautsch, Abelino Jiménez, Amos Treiber, Jascha Kolberg, Catherine Jasserand, Els Kindt, Héctor Delgado, Massimiliano Todisco, Mohamed Amine Hmani, Aymen Mtibaa, Mohammed Ahmed Abdelraheem, Alberto Abad, Francisco Teixeira, Driss Matrouf, Marta Gomez-Barrero, Dijana Petrovska-Delacretaz, Gerard Chollet, Nicholas Evans, Thomas Schneider, Jean-François Bonastre, Bhiksha Raj, Isabel Trancoso, Christoph Busch,
  Computer Speech & Language, vol. 58, pages 441--480, DOI https://doi.org/10.1016/j.csl.2019.06.001, November 2019

In Proceedings (Author)

• Privacy-preserving Automatic Speaker Diarization
  Francisco Teixeira, Alberto Abad, Bhiksha Raj, Isabel Trancoso,
  ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, pages 1-5, IEEE, June 2023
• Towards End-to-End Private Automatic Speaker Recognition
  Francisco Teixeira, Alberto Abad, Bhiksha Raj, Isabel Trancoso,
  Proc. Interspeech 2022, pages 2798-2802, September 2022
• Transfer Learning-Based Cough Representations for Automatic Detection of COVID-19
  Rubén Solera Ureña, Catarina Botelho, Francisco Teixeira, Thomas Rolland, Alberto Abad, Isabel Trancoso,
  Interspeech 2021, pages 436--440, International Speech Communication Association, August 2021
• The in-the-Wild Speech Medical Corpus
  Maria Joana Ribeiro Folgado Correia, Francisco Teixeira, Catarina Botelho, Isabel Trancoso, Bhiksha Raj,
  ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, pages 6973-6977, IEEE, June 2021
• FoolHD: Fooling Speaker Identification by Highly Imperceptible Adversarial Disturbances
  Ali Shahin Shamsabadi, Francisco Teixeira, Alberto Abad, Bhiksha Raj, Andrea Cavallaro, Isabel Trancoso,
  ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, pages 6159-6163, IEEE, June 2021
• Analyzing Breath Signals for the Interspeech 2020 ComParE Challenge
  John Mendonça, Francisco Teixeira, Isabel Trancoso, Alberto Abad,
  Interspeech 2020, October 2020
• Profiling speech for clinical applications
  Isabel Trancoso, Francisco Teixeira, Maria Joana Ribeiro Folgado Correia, Catarina Botelho, Alberto Abad, Bhiksha Raj,
  (Keynote paper) SPECOM - 22nd International Conference on Speech and Computer, St. Petersburg, Russia, October 2020
• Speech – a health biomarker
  Isabel Trancoso, Maria Joana Ribeiro Folgado Correia, Francisco Teixeira, Catarina Botelho, Alberto Abad, Bhiksha Raj,
  (Keynote paper) International Conference on Computational Processing of the Portuguese Language, LNCS and LNAI, Springer, vol. 12037, Springer, Évora, Portugal, March 2020
• Speech as a (private?) biomarker for speech affecting diseases
  Isabel Trancoso, Maria Joana Ribeiro Folgado Correia, Francisco Teixeira, Alberto Abad, Catarina Botelho, Bhiksha Raj,
  (Keynote) ICIEA 2019 - The 14th IEEE Conference on Industrial Electronics and Applications, IEEE, IEEE, Xi'an, China, June 2019
• Privacy-Preserving Paralinguistic Tasks
  Francisco Teixeira, Alberto Abad, Isabel Trancoso,
  ICASSP 2019, IEEE, pages 6575--6579, IEEE, Brighton, UK, May 2019
• Analysing Speech for Clinical Applications
  Isabel Trancoso, Maria Joana Ribeiro Folgado Correia, Francisco Teixeira, Alberto Abad,
  (keynote paper) T. Dutoit et al. (Eds.): SLSP 2018, Lecture Notes in Artificial Intelligence, Springer, vol. 11171, pages 3--6, Springer, October 2018
• Patient Privacy in Paralinguistic Tasks
  Francisco Teixeira, Alberto Abad, Isabel Trancoso,
  Interspeech 2018, ISCA, pages 3428--3432, ISCA, Hyderabad, India, September 2018
• Mining multimodal repositories for speech affecting diseases
  Maria Joana Ribeiro Folgado Correia, Bhiksha Raj, Isabel Trancoso, Francisco Teixeira,
  Interspeech 2018, ISCA, pages 2963--2967, ISCA, Hyderabad, India, September 2018
• Speech Analytics for Medical Applications.
  Isabel Trancoso, Maria Joana Ribeiro Folgado Correia, Francisco Teixeira, Bhiksha Raj, Alberto Abad,
  (keynote paper) Text, Speech, and Dialogue - TSD 2018, Sojka P., Horák A., Kopeček I., Pala K. (eds), Lecture Notes in Computer Science, Springer, Cham, vol. 11107, pages 26--37, Springer, Cham, September 2018

In Book (Author)

• Privacy in Paralinguistic and Extralinguistic Tasks for Health Applications
  Francisco Teixeira, Alberto Abad, Isabel Trancoso, Bhiksha Raj,
  Voice Biometrics: Technology, Trust and Security, The Institution of Engineering and Technology (IET), October 2021

Thesis (Author)

• Privacy in Paralinguistic Tasks
  Francisco Teixeira, Instituto Superior Técnico, Thesis, September 2018

 

Total Projects: 2

National Projects

• ACCELERAT.AI - ACCELERAT.AI
  DEFINED AI, IAPMEI, Societal Digital Transformation, FFCUL, NOS Comunicações, Instituto Superior Técnico, Universidade de Lisboa, Devscope - Soluções De Sistemas E Tecnologias De Formação, S.A., INESC-ID Lisboa, FCiências.ID - Associação para a Investigação e Desenvolvimento de Ciências2023-01-01 - 2025-12-21
• PRIVADIA - Privacidade em diarização do orador: deteção segura de - quem fala quando
  INESC-ID Lisboa, FCT, Security and Privacy, 2021-01-01 - 2022-06-30