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Isabel TrancosoProfessor Catedrático | HLT
Total displayed: 72
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- The Impact of Language Technologies in the Legal Domain
Isabel Trancoso, Nuno J. Mamede, Bruno Martins, H. Sofia Pinto, Ricardo Ribeiro
The Impact of Language Technologies in the Legal Domain, Law, Governance and Technology Series, n. 58, Springer,
2023 - Política do Medo Ou o mundo de hoje entre a privacidade e a segurança
Isabel Trancoso
A Fala como PII (Personally Identifiable Information), Universidade Católica Editora,
2021 - Voice Biometrics: Technology, Trust and Security
Francisco Teixeira, Alberto Abad, Isabel Trancoso, Bhiksha Raj
Privacy in Paralinguistic and Extralinguistic Tasks for Health Applications, The Institution of Engineering and Technology (IET),
2021 - Ética Aplicada: Novas Tecnologias
Isabel Trancoso, Ana Paiva
Inteligência Artificia, Edições 70,
2018
- Towards cyberbullying detection: Building, benchmarking and longitudinal analysis of aggressiveness and conflicts/attacks datasets from Twitter
Paula Ferreira, Nádia Pereira, Hugo Rosa, Sofia Oliveira, Luísa Coheur, Joao P. Carvalho, Ricardo Ribeiro, Paula Paulino, Isabel Trancoso, Ana Margarida Veiga Simão
IEEE Transactions on Affective Computing DOI 10.1109/TAFFC.2024.3518587
2024 - Speech as a Biomarker for Disease Detection
Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso
IEEE Access vol. 12, DOI 10.1109/ACCESS.2024.3506433
2024 - Privacy-oriented manipulation of speaker representations
Francisco Teixeira, Alberto Abad, Bhiksha Raj, Isabel Trancoso
IEEE Access vol. 12, DOI 10.1109/ACCESS.2024.3409067
2024 - Prosociality in Cyberspace: Developing Emotion and Behavioral Regulation to Decrease Aggressive Communication
Ana Margarida Veiga Simão, Paula Ferreira, Nádia Pereira, Sofia Oliveira, Paula Paulino, Hugo Rosa, Ricardo Ribeiro, Luísa Coheur, Joao P. Carvalho, Isabel Trancoso
Cognitive Computation vol. 13, n. 3, DOI 10.1007/s12559-021-09852-7
2021 - Introduction to the Special Issue on Deep Learning for Multi-Modal Intelligence Across Speech, Language, Vision, and Heterogeneous Signals
XiaoDong He, Li Deng, Richard Rose, Isabel Trancoso, Chao Zhang
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING vol. 14, n. 3, DOI 10.1109/JSTSP.2020.2989852
2020 - Adaptação acústico-prosódica local em Português Europeu
Vera Cabarrão, Fernando Batista, Helena Moniz, Isabel Trancoso, Ana Isabel Mata da Silva
Revista da Associação Portuguesa de Linguística
2019 - 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, DOI https://doi.org/10.1016/j.csl.2019.06.001
2019 - Uma abordagem de aprendizagem semissupervisionada para a classificação automática de personalidade baseada em pistas acústico-prosódicas
Rubén Solera Ureña, Helena Moniz, Fernando Batista, Vera Cabarrão, Anna Maria Pompili, Ramon Fernandez Astudillo, Isabel Trancoso
Revista da Associação Portuguesa de Linguística vol. 5, DOI https://doi.org/10.26334/2183-9077/rapln5ano2019a23
2019 - Automatic cyberbullying detection: A systematic review
Hugo Rosa, Nádia Pereira, Ricardo Ribeiro, Paula da Costa Ferreira, Joao P. Carvalho, Sofia Oliveira, Luísa Coheur, Paula Paulino, Ana Margarida Veiga Simão, Isabel Trancoso
Computers in Human Behavior vol. 93, DOI https://doi.org/10.1016/j.chb.2018.12.021
2019 - Adaptação acústico-prosódica entre falantes
Vera Cabarrão, Helena Moniz, Fernando Batista, Isabel Trancoso, Ana Isabel Mata da Silva
Revista da Associação Portuguesa de Linguística vol. 4,
2018 - Cross-domain analysis of discourse markers in European Portuguese
Vera Cabarrão, Helena Moniz, Fernando Batista, Jaime Rodrigues Ferreira, Isabel Trancoso, Ana Isabel Mata da Silva
Dialogue & Discourse vol. 9, n. 1, DOI Journal doi: 10.5087/dad
2018
- Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMs
John Mendonça, Isabel Trancoso, Alon Lavie
Findings of the Association for Computational Linguistics: EMNLP 2024, Association for Computational Linguistics, Miami, Florida, USA - Privacy-preserving Machine Learning for Remote Speech Processing
Francisco Teixeira, Alberto Abad, Bhiksha Raj, Isabel Trancoso
Proceedings IberSpeech 2024, International Speech Communication Association (ISCA), - ECoh: Turn-level Coherence Evaluation for Multilingual Dialogues
John Mendonça, Isabel Trancoso, Alon Lavie
25th Meeting of the Special Interest Group on Discourse and Dialogue, Association for Computational Linguistics, Kyoto, Japan
2024 - Unveiling Biases while Embracing Sustainability: Assessing the Dual Challenges of Automatic Speech Recognition Systems
Ajinkya Kulkarni, Atharva Kulkarni, Miguel Couceiro, Isabel Trancoso
INTERSPEECH 2024 - Conference of the International Speech Communication Association, Interspeech 2024, - Macro-descriptors for Alzheimer’s disease detection using large language models
Catarina Botelho, John Mendonça, Anna Maria Pompili, Tanja Schultz, Alberto Abad, Isabel Trancoso
Interspeech,
2024 - On the Benchmarking of LLMs for Open-Domain Dialogue Evaluation
John Mendonça, Alon Lavie, Isabel Trancoso
6th Workshop on NLP for ConvAI, Association for Computational Linguistics,
2024 - Improving Membership Inference in ASR Model Auditing with Perturbed Loss Features
Francisco Teixeira, Karla Pizzi, Raphael Olivier, Alberto Abad, Bhiksha Raj, Isabel Trancoso
Trustworthy Speech Processing (TSP) Workshop, Satellite Workshop, International Conference on Acoustics, Speech and Signal Processing (ICASSP),
2024 - Dialogue Quality and Emotion Annotations for Customer Support Conversations
John Mendonça, Patrícia Pereira, Luís Miguel Menezes, Vera Cabarrão, Catarina Farinha, Helena Moniz, Joao P. Carvalho, Alon Lavie, Isabel Trancoso
Generation, Evaluation & Metrics Workshop at EMNLP, Association for Computational Linguistics, Association for Computational Linguistics,
2023 - Towards Multilingual Automatic Open-Domain Dialogue Evaluation
John Mendonça, Alon Lavie, Isabel Trancoso
24th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Association for Computational Linguistics, Association for Computational Linguistics, Prague
2023 - Simple LLM Prompting is State-of-the-Art for Robust and Multilingual Dialogue Evaluation
John Mendonça, Patrícia Pereira, Helena Moniz, Joao P. Carvalho, Alon Lavie, Isabel Trancoso
The Eleventh Dialog System Technology Challenge, Association for Computational Linguistics, Association for Computational Linguistics, Prague
2023 - Prediction of the Gender-based Violence Victim Condition using Speech: What do Machine Learning Models rely on?
Emma Reyner-Fuentes, Esther Rituerto-González, Isabel Trancoso, Carmen Peláez-Moreno
Interspeech 2023, ISCA, - Laughter in task-based settings: whom we talk to affects how, when, and how often we laugh
Catarina Branco, Isabel Trancoso, Khiet Truong, Paulo Infante
Interspeech 2023, ISCA, - Towards Reference Speech Characterization for Health Applications
Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso
INTERSPEECH, ISCA,
2023 - 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, IEEE, - Challenges of using longitudinal and cross-domain corpora on studies of pathological speech
Catarina Botelho, Tanja Schultz, Alberto Abad, Isabel Trancoso
Proc. Interspeech 2022, - QualityAdapt: an Automatic Dialogue Quality Estimation Framework
John Mendonça, Alon Lavie, Isabel Trancoso
23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, Association for Computational Linguistics, Association for Computational Linguistics, Edinburgh
2022 - Towards End-to-End Private Automatic Speaker Recognition
Francisco Teixeira, Alberto Abad, Bhiksha Raj, Isabel Trancoso
Proc. Interspeech 2022, - Towards Speaker Verification for Crowdsourced Speech Collections
John Mendonça, Rui Correia, Mariana Lourenço, João Freitas, Isabel Trancoso
Proceedings of the Language Resources and Evaluation Conference, European Language Resources Association, European Language Resources Association, Marseille, France
2022 - Exploring Dementia Detection from Speech: Cross Corpus Analysis
Ayimnisagul Ablimit, Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, IEEE, - Speech as Personally Identifiable Information
Isabel Trancoso
11th Conference on Speech Technology and Human-Computer Dialogue (SPED 2021), Bucharest, Romania - Visual Speech for Obstructive Sleep Apnea Detection
Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso
Interspeech 2021, - 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, International Speech Communication Association, - The in-the-Wild Speech Medical Corpus
M. Joana Correia, Francisco Teixeira, Catarina Botelho, Isabel Trancoso, Bhiksha Raj
ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, IEEE, - 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, IEEE, - Impact of Vowel Reduction in L2 chinese learners of Portuguese
Catarina Maria Realinho Rafael, Rita Gonçalves, Helena Moniz, Isabel Trancoso
IberSPEECH 2021, ISCA, ISCA, Valladolid, Spain - Toward Silent Paralinguistics: Speech-to-EMG–Retrieving Articulatory Muscle Activity from Speech
Catarina Botelho, Lorenz Diener, Dennis Küster, Kevin Scheck, Shahin Amiriparian, Björn W Schuller, Tanja Schultz, Alberto Abad, Isabel Trancoso
Interspeech 2020, - Analyzing Breath Signals for the Interspeech 2020 ComParE Challenge
John Mendonça, Francisco Teixeira, Isabel Trancoso, Alberto Abad
Interspeech 2020, - Profiling speech for clinical applications
Isabel Trancoso, Francisco Teixeira, M. Joana Correia, Catarina Botelho, Alberto Abad, Bhiksha Raj
(Keynote paper) SPECOM - 22nd International Conference on Speech and Computer, St. Petersburg, Russia
2020 - Towards Silent Paralinguistics: Deriving Speaking Mode and Speaker ID from Electromyographic Signals
Lorenz Diener, Shahin Amiriparian, Catarina Botelho, Kevin Scheck, Dennis Küster, Isabel Trancoso, Björn W Schuller, Tanja Schultz
[proceedings]
2020 - Automatic In-the-wild Dataset Annotation with Deep Generalized Multiple Instance Learning
M. Joana Correia, Isabel Trancoso, Bhiksha Raj
LREC2020 - 12th Language Resources and Evaluation Conference, ELRA, ELRA, - Evaluation and Extensions of an Automatic Speech Therapy Platform
Anna Maria Pompili, Alberto Abad, Isabel Trancoso, José Fonseca, Isabel P. Martins
International Conference on Computational Processing of the Portuguese Language, Springer, Springer, Evora, Portugal
2020 - Speech – a health biomarker
Isabel Trancoso, M. Joana 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
2020 - A Multiplayer Voice-Enabled Game Platform for the Elderly
Francisco Luís Campos Pais de Oliveira, Alberto Abad, Isabel Trancoso
International Conference on Computational Processing of the Portuguese Language, Springer, Springer, Évora, Portugal
2020 - Evaluation of Deep Learning Approaches to Text-to-Speech Systems for European Portuguese
Sebastião Ledesma Frazão de Barros Quintas, Isabel Trancoso
International Conference on Computational Processing of the Portuguese Language, LNCS and LNAI, Springer, vol. 12037, Springer, Évora, Portugal
2020 - In-the-Wild End-to-End Detection of Speech Affecting Diseases
M. Joana Correia, Isabel Trancoso, Bhiksha Raj
ASRU 2019, IEEE, IEEE, Singapore - Affective analysis of customer service calls
Vera Cabarrão, Mariana Julião, Rubén Solera Ureña, Helena Moniz, Fernando Batista, Isabel Trancoso, Ana Isabel Mata da Silva
10th International Conference of Experimental Linguistics (ExLing 2019), Lisbon, Portugal - Recognition of Latin American Spanish using Multi-task Learning
Carlos Miguel Duarte Mendes, Alberto Abad, João Paulo da Silva Neto, Isabel Trancoso
Interspeech 2019, ISCA, ISCA, Graz, Austria - The GDPR & Speech Data: Reflections of Legal and Technology Communities, First Steps Towards a Common Understanding
Andreas Nautsch, Catherine Jasserand, Els Kindt, Massimiliano Todisco, Isabel Trancoso, Nicholas Evans
Interspeech 2019, ISCA, ISCA, Graz, Austria - Unbabel Talk - Human Verified Translations for Voice Instant Messaging
Luís Bernardo, Mathieu Giquel, Sebastião Quintas, Paulo Dimas, Helena Moniz, Isabel Trancoso
Interspeech 2019, ISCA, ISCA, Graz, Austria - Affective computing based on acoustic-prosodic cues
Helena Moniz, Rubén Solera Ureña, Vera Cabarrão, Mariana Julião, Fernando Batista, Isabel Trancoso
14th Annual INGRoup Conference (Interdisciplinary Network for Group Research), Lisbon, Portugal
2019 - Speech as a (private?) biomarker for speech affecting diseases
Isabel Trancoso, M. Joana 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 - Speech as a Biomarker for Obstructive Sleep Apnea Detection
Catarina Botelho, Isabel Trancoso, Alberto Abad, Teresa Paiva
ICASSP 2019, IEEE, IEEE, Brighton, UK - Privacy-Preserving Paralinguistic Tasks
Francisco Teixeira, Alberto Abad, Isabel Trancoso
ICASSP 2019, IEEE, IEEE, Brighton, UK - Quering depression vlogs
M. Joana Correia, Bhiksha Raj, Isabel Trancoso
IEEE Workshop on Spoken Language Tecnology, IEEE, IEEE, Athens, Greece
2018 - Analysing Speech for Clinical Applications
Isabel Trancoso, M. Joana Correia, Francisco Teixeira, Alberto Abad
(keynote paper) T. Dutoit et al. (Eds.): SLSP 2018, Lecture Notes in Artificial Intelligence, Springer, vol. 11171, Springer, - Patient Privacy in Paralinguistic Tasks
Francisco Teixeira, Alberto Abad, Isabel Trancoso
Interspeech 2018, ISCA, ISCA, Hyderabad, India - Mining multimodal repositories for speech affecting diseases
M. Joana Correia, Bhiksha Raj, Isabel Trancoso, Francisco Teixeira
Interspeech 2018, ISCA, ISCA, Hyderabad, India - Uma abordagem de aprendizagem semi-supervisionada para a percepção automática de personalidade, baseada em pistas acústico-prosódicas em domínios com poucos recursos
Rubén Solera Ureña, Helena Moniz, Fernando Batista, Vera Cabarrão, Anna Maria Pompili, Ramon Fernandez Astudillo, Isabel Trancoso
XXXIV Encontro Nacional da Associação Portuguesa de Linguística, Associação Portuguesa de Linguística, Associação Portuguesa de Linguística, Lisbon, Portugal
2018 - Speech Analytics for Medical Applications.
Isabel Trancoso, M. Joana 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, Springer, Cham, - Acoustic-prosodic entrainment in structural metadata events
Vera Cabarrão, Fernando Batista, Helena Moniz, Isabel Trancoso, Ana Isabel Mata da Silva
Interspeech 2018, ISCA, ISCA, Hyderabad, India - Exploring hashing and cryptonet based approaches for privacy-preserving speech emotion recognition
Miguel Ângelo Rodrigues Dias, Alberto Abad, Isabel Trancoso
ICASSP 2018, IEEE, IEEE, Calgary, Canada
- 12th edition of the Disfluency in Spontaneous Speech Workshop (DiSS 2025)
Sérgio Paulo, Helena Moniz, Fernando Batista, Rubén Solera Ureña, Anna Maria Pompili, Isabel Trancoso, Elizabeth Shriberg, Julia Hirschberg, Robert Eklund
ISCA, ISBN doi: 10.21437/DiSS.2025, ISCA,
2025 - Proceedings of the 22nd Annual Conference of the European Association for Machine Translation
André Martins, Helena Moniz, Sara Fumega, Bruno Martins, Fernando Batista, Luísa Coheur, Carla Parra, Isabel Trancoso, Marco Turchi, Arianna Bisazza, Joss Moorkens, Ana Guerberof, Mary Nurminen, Lena Marg, Mikel L. Forcada
European Association for Machine Translation, ISBN 978-989-33-0589-8, http://eamt2020.inesc-id.pt/proceedings-eamt2020.pdf
2020 - Proceedings of the Second Workshop on Subword and Character Level Models in NLP (SCLeM 2018)
Manaal Faruqui, Hinrich Schuetze, Isabel Trancoso, Yulia Tsvetkov, Yadollah Yaghoobzadeh
ACL, ISBN 978-1-948087-18-6, NAACL 2018, New Orleans, Louisiana USA
2018
- Tackling Cognitive Impairment Detection from Speech: A submission to the PROCESS Challenge
Catarina Botelho, David Gimeno-Gómez, Francisco Teixeira, John Mendonça, Patrícia Pereira, Diogo A.P. Nunes, Thomas Rolland, Anna Maria Pompili, Rubén Solera Ureña, Maria da Ponte, David Martins de Matos, Carlos D. Martínez Hinarejos, Isabel Trancoso, Alberto Abad
2024
- Alexander Graham Bell (1847-1922)
Isabel Trancoso
2024 - Treating Speech as Personally Identifiable Information and its Impact in Machine Translation
Isabel Trancoso, Francisco Teixeira, Catarina Botelho, Alberto Abad
2023