HLT@INESC-ID

Alberto Abad obtained the Telecommunication Engineering degree on 2002 from Technical University of Catalonia (UPC). Between 2002 and 2006 he has been a PhD student at the TALP Research Centre of the Department of Signal Theory and Communications of the Technical University of Catalonia, where he was supported by a Catalan Government grant. His Thesis was related with multi-microphone approaches to speech processing in smart-room environments.

At UPC he participated in several European and National Spanish projects. He was also lecturer of a laboratory course about signal processing applications in the Telecommunication Engineering School of Barcelona during the academic years 2004-2005 and 2005-2006, and collaborating lecturer in the doctorate course of the Department of Signal Theory and Communications "Speech and Language Technology and Applications".

He is currently a researcher in the Spoken Language Systems Lab (L2F) of INESC-ID. He has participated in the TECNOVOZ project developing robust automatic speech recognition for telephone based applications and he is currently involved in the on-going Vidivideo and PostPor projects. His current research interests include robust speech recognition, speaker and language identification, computational acoustic scene analysis and multimodal audio-visual applications.

Publications

Edited Books

2018

• Aline Villavicencio, Viviane Moreira, Alberto Abad, Helena Caseli, Pablo Gamallo, Carlos Ramisch, Hugo Gonçalo Oliveira, Gustavo Henrique Paetzold, Computational Processing of the Portuguese Language: 13th International Conference, PROPOR 2018, Springer International Publish, Lecture Notes in Artificial Intelligence, 11122, September 2018

2016

• Alberto Abad, Alfonso Ortega, Antonio Teixeira, Carmen Mateo, Carlos Hinarejos, Fernando Perdigão, Fernando Batista, Nuno J. Mamede, Advances in Speech and Language Technologies for Iberian Languages: Third International Conference, IberSPEECH 2016, Springer International Publish, Lecture Notes in Computer Science, 10077, Lisboa, Portugal, November 2016

Book Chapters

2021

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

2013

• Alberto Abad, Applications of Speech Technologies. Talks and contributions presented at the summer course: Applications of Speech Technologies (Eds.: Benitez-Ortúzar, M.C.; Perez-Cordoba, J.L.), chapter The L2F Broadcast News Transcription System, Ed. Universidad de Granada, January 2013

International Journals

2020

• Sofia Cavaco, Isabel Guimarães, Mariana Ascensão, Alberto Abad, Ivo Anjos, Francisco Luís Campos Pais de Oliveira, Sofia Martins, Nuno Marques, Maxine Eskenazi, João Magalhães, Margarida Grilo, The BioVisualSpeech Corpus of Words with Sibilants for Speech Therapy Games Development, Information, Multidisciplinary Digital Publishing Institute, vol. 11, pages 470, doi: https://doi.org/10.3390/info11100470, October 2020

• Anna Maria Pompili, Alberto Abad, David Martins de Matos, Isabel Pavão Martins, Pragmatic Aspects of Discourse Production for the Automatic Identification of Alzheimer's Disease, IEEE Journal of Selected Topics in Signal Processing, IEEE, pages 1-11, doi: 10.1109/JSTSP.2020.2967879, January 2020

2019

• 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-Delacrétaz, Gérard Chollet, Nicholas Evans, Thomas Schneider, Jean-François Bonastre, Bhiksha Raj, Isabel Trancoso, Christoph Busch, Preserving Privacy in Speaker and Speech Characterisation, Computer Speech & Language , Elsevier, vol. 58, pages 441--480, doi: https://doi.org/10.1016/j.csl.2019.06.001, November 2019

2018

• Javier Tejedor, Doroteo T. Toledano, Paula Lopez-Otero, Laura Docio-Fernandez, Jorge Proença, Fernando Perdigão, Fernando García-Granada, Emilio Sanchis, Anna Maria Pompili, Alberto Abad, ALBAYZIN Query-by-example Spoken Term Detection 2016 evaluation, EURASIP Journal on Audio, Speech, and Music Processing, vol. 2, doi: https://doi.org/10.1186/s13636-018-0125-9, April 2018

2013

• Alberto Abad, Anna Maria Pompili, Angela Costa, Isabel Trancoso, José Fonseca, Gabriela Leal, Luisa Farrajota, Isabel P. Martins, Automatic word naming recognition for an on-line aphasia treatment system, Computer Speech and Language, Elsevier, vol. 27, n. 6, pages 1235-1248, doi: http://dx.doi.org/10.1016/j.csl.2012.10.003, September 2013

• Ramon Fernandez Astudillo, Dorothea Kolossa, Alberto Abad, Steffen Zeiler, Rahim Saeidi, Pejman Mowlaee, João Paulo da Silva Neto, Rainer Martin, Integration of beamforming and uncertainty-of-observation techniques for robust ASR in multi-source environments, Computer Speech and Language, vol. 27, n. 3, pages 837-850, May 2013

International Conferences

2022

• Rodrigo Sousa, H. Sofia Pinto, Alberto Abad, Daniel Neto, Joaquim Gago, Extraction of structural and semantic features for the identification of Psychosis in European Portuguese, In Proc. IberSPEECH 2022, pages 101-105, November 2022

• Catarina Botelho, Tanja Schultz, Alberto Abad, Isabel Trancoso, Challenges of using longitudinal and cross-domain corpora on studies of pathological speech, In Proc. Interspeech 2022, pages 1921-1925, September 2022

• Paula Schäfer, Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Rafael Orozco-Arroyave, Elmar Nöth, Andreas Maier, Alberto Abad, Maria Schuster, Tomás Arias-Vergara, CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss, In Proc. Interspeech 2022, pages 1959-1960, September 2022

• Francisco Teixeira, Alberto Abad, Bhiksha Raj, Isabel Trancoso, Towards End-to-End Private Automatic Speaker Recognition, In Proc. Interspeech 2022, pages 2798-2802, September 2022

• Maria Gomes Simas Beato Forjó, Daniel Neto, Alberto Abad, H. Sofia Pinto, Joaquim Gago, A new European Portuguese corpus for the study of Psychosis through speech analysis, In Proceedings of the Thirteenth Language Resources and Evaluation Conference, LREC2022, pages 7298-7304, June 2022

• Thomas Rolland, Alberto Abad, Catia Cucchiarini, Helmer Strik, Multilingual Transfer Learning for Children Automatic Speech Recognition, In Proceedings of the Thirteenth Language Resources and Evaluation Conference, LREC2022, pages 7314-7320, June 2022

• Sebastião Quintas, Alberto Abad, Julie Mauclair, Virginie Woisard, Julien Pinquier, Utilisation de réseaux de neurones profonds avec attention pour la prédiction de l’intelligibilité de la parole de patients atteints de cancers des voies aérodigestives supérieures, In Proc. XXXIVe Journées d'Études sur la Parole -- JEP 2022, pages 63-71, June 2022

• Mariana Julião, Alberto Abad, Helena Moniz, Can Prosody Transfer Embeddings be Used for Prosody Assessment?, In Speech Prosody 2022, ISCA, doi: 10.21437/SpeechProsody.2022-60, , Lisbon, Portugal, May 2022

• Ayimnisagul Ablimit, Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso, Exploring Dementia Detection from Speech: Cross Corpus Analysis, In ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, pages 6472-6476, doi: 10.1109/ICASSP43922.2022.9747167, May 2022

2021

• Rubén Solera Ureña, Catarina Botelho, Francisco Teixeira, Thomas Rolland, Alberto Abad, Isabel Trancoso, Transfer Learning-Based Cough Representations for Automatic Detection of COVID-19, In Interspeech 2021, pages 436--440, doi: 10.21437/Interspeech.2021-1702, August 2021

• Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso, Visual Speech for Obstructive Sleep Apnea Detection, In Interspeech 2021, pages 2516--2520, doi: 10.21437/Interspeech.2021-1717, August 2021

• Ali Shahin Shamsabadi, Francisco Teixeira, Alberto Abad, Bhiksha Raj, Andrea Cavallaro, Isabel Trancoso, FoolHD: Fooling Speaker Identification by Highly Imperceptible Adversarial Disturbances, In ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, pages 6159-6163, doi: 10.1109/ICASSP39728.2021.9413760, June 2021

• Rui Orlando Magalhães Ribeiro, Alberto Abad, José David Aguas Lopes, Domain Adaptation in Dialogue Systems using Transfer and Meta-Learning, In IberSPEECH 2020, March 2021

• João Diogo Pereira da Silva Dionísio Botelheiro, Alberto Abad, Rui Correia, João Freitas, Nativeness Assessment for Crowdsourced Speech Collections, In IberSPEECH 2020, March 2021

• Carlos Manuel Ferreira Carvalho, Alberto Abad, TRIBUS: An end-to-end automatic speech recognition system for European Portuguese, In IberSPEECH 2020, March 2021

2020

• John Mendonça, Francisco Teixeira, Isabel Trancoso, Alberto Abad, Analyzing Breath Signals for the Interspeech 2020 ComParE Challenge, In Interspeech 2020, October 2020

• Anna Maria Pompili, Rubén Solera Ureña, Alberto Abad, Rita Cardoso, Isabel Guimarães, Margherita Fabbri, Isabel P Martins, Joaquim Ferreira, Assessment of Parkinson's Disease Medication State through Automatic Speech Analysis, In Interspeech 2020, pages 4591--4595, doi: 10.21437/Interspeech.2020-2726, October 2020

• Mariana Julião, Alberto Abad, Helena Moniz, Exploring Text and Audio Embeddings for Multi-Dimension Elderly Emotion Recognition, In Interspeech 2020, ISCA, October 2020

• Isabel Trancoso, Francisco Teixeira, Maria Joana Ribeiro Folgado Correia, Catarina Botelho, Alberto Abad, Bhiksha Raj, Profiling speech for clinical applications, In (Keynote paper) SPECOM - 22nd International Conference on Speech and Computer, , St. Petersburg, Russia, October 2020

• Anna Maria Pompili, Thomas Rolland, Alberto Abad, The INESC-ID Multi-Modal System for the ADReSS 2020 Challenge, In Interspeech 2020, October 2020

• Catarina Botelho, Lorenz Diener, Dennis Küster, Kevin Scheck, Shahin Amiriparian, Björn W Schuller, Tanja Schultz, Alberto Abad, Isabel Trancoso, Toward Silent Paralinguistics: Speech-to-EMG–Retrieving Articulatory Muscle Activity from Speech, In Interspeech 2020, October 2020

• Alberto Abad, Peter Bell, Andrea Carmantini, Steve Renais, Cross lingual transfer learning for zero-resource domain adaptation, In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 6909-6913, May 2020

• Francisco Luís Campos Pais de Oliveira, Alberto Abad, Isabel Trancoso, A Multiplayer Voice-Enabled Game Platform for the Elderly, In International Conference on Computational Processing of the Portuguese Language, Springer, pages 413-419, Évora, Portugal, March 2020

• Mariana Julião, Alberto Abad, Helena Moniz, Comparison of Heterogeneous Feature Sets for Intonation Verification, In International Conference on Computational Processing of the Portuguese Language, Springer, pages 13-22, Evora, Portugal, March 2020

• Anna Maria Pompili, Alberto Abad, Isabel Trancoso, José Fonseca, Isabel P Martins, Evaluation and Extensions of an Automatic Speech Therapy Platform, In International Conference on Computational Processing of the Portuguese Language, Springer, pages 43-52, Evora, Portugal, March 2020

• Isabel Trancoso, Maria Joana Ribeiro Folgado Correia, Francisco Teixeira, Catarina Botelho, Alberto Abad, Bhiksha Raj, Speech – a health biomarker, In (Keynote paper) International Conference on Computational Processing of the Portuguese Language, Springer, vol. 12037, series LNCS and LNAI, , Évora, Portugal, March 2020

• Margarida Grilo, Isabel Guimarães, Mariana Ascensão, Alberto Abad, Ivo Anjos, João Magalhães, Sofia Cavaco, The BioVisualSpeech European Portuguese Sibilants Corpus, In International Conference on Computational Processing of the Portuguese Language, Springer, pages 23-33, March 2020

2019

• Carlos Miguel Duarte Mendes, Alberto Abad, João Paulo da Silva Neto, Isabel Trancoso, Recognition of Latin American Spanish using Multi-task Learning, In Interspeech 2019, ISCA, pages 2135--2139, Graz, Austria, September 2019

• Isabel Trancoso, Maria Joana Ribeiro Folgado Correia, Francisco Teixeira, Alberto Abad, Catarina Botelho, Bhiksha Raj, Speech as a (private?) biomarker for speech affecting diseases, In (Keynote) ICIEA 2019 - The 14th IEEE Conference on Industrial Electronics and Applications, IEEE, , Xi'an, China, June 2019

• Chang-I Lai, Alberto Abad, Korin Richmond, Junichi Yamagishi, Najim Dehak, Simon King, Attentive filtering networks for audio replay attack detection, In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 6316-6320, May 2019

• Francisco Teixeira, Alberto Abad, Isabel Trancoso, Privacy-Preserving Paralinguistic Tasks, In ICASSP 2019, IEEE, pages 6575--6579, Brighton, UK, May 2019

• Catarina Botelho, Isabel Trancoso, Alberto Abad, Teresa Paiva, Speech as a Biomarker for Obstructive Sleep Apnea Detection, In ICASSP 2019, IEEE, pages 5851--5855, Brighton, UK, May 2019

2018

• Anna Maria Pompili, Alberto Abad, David Martins de Matos, Isabel Pavão Martins, Topic coherence analysis for the classification of Alzheimer’s disease, In IberSPEECH 2018, ISCA, pages 281-285, doi: 10.21437/IberSPEECH.2018-59, Barcelona, November 2018

• Isabel Trancoso, Maria Joana Ribeiro Folgado Correia, Francisco Teixeira, Alberto Abad, Analysing Speech for Clinical Applications, In (keynote paper) T. Dutoit et al. (Eds.): SLSP 2018, Springer, vol. 11171, series Lecture Notes in Artificial Intelligence, pages 3--6, doi: https://doi.org/10.1007/978-3-030-00810-9_1, October 2018

• Francisco Teixeira, Alberto Abad, Isabel Trancoso, Patient Privacy in Paralinguistic Tasks, In Interspeech 2018, ISCA, pages 3428--3432, Hyderabad, India, September 2018

• Isabel Trancoso, Maria Joana Ribeiro Folgado Correia, Francisco Teixeira, Bhiksha Raj, Alberto Abad, Speech Analytics for Medical Applications., In (keynote paper) Text, Speech, and Dialogue - TSD 2018, Sojka P., Horák A., Kopeček I., Pala K. (eds), Springer, Cham, vol. 11107, series Lecture Notes in Computer Science, pages 26--37, doi: https://doi.org/10.1007/978-3-030-00794-2_3, , September 2018

• Miguel Ângelo Rodrigues Dias, Alberto Abad, Isabel Trancoso, Exploring hashing and cryptonet based approaches for privacy-preserving speech emotion recognition, In ICASSP 2018, IEEE, pages 2057--2061, Calgary, Canada, April 2018

2017

• Anna Maria Pompili, Alberto Abad, Paolo Romano, Isabel P. Martins, Rita Cardoso, Helena Santos, Joana Carvalho, Isabel Guimeraes, Joaquim J Ferreira, Automatic Detection of Parkinson's Disease: An Experimental Analysis of Common Speech Production Tasks Used for Diagnosis, In International Conference on Text Speech and Dialogue (TSD), pages 411-419, doi: https://doi.org/10.1007/978-3-319-64206-2_46, September 2017

• Fábio Natanael Kepler, Ramon Fernandez Astudillo, Alberto Abad, Fusion of Simple Models for Native Language Identification, In 12th Workshop on Innovative Use of NLP for Building Educational Applications, Association for Computational Linguistics, pages 423-429, doi: 10.18653/v1/W17-5048, September 2017

• Paula Lopez-Otero, Laura Docio-Fernandez, Alberto Abad, Carmen Garcia-Mateo, Depression detection using automatic transcriptions of de-identified speech, In Interspeech, doi: https://doi.org/10.21437/Interspeech.2017-1201, August 2017

2016

• Anna Maria Pompili, Alberto Abad, The L2F Query-by-Example Spoken Term Detection system for the ALBAYZIN 2016, In Albayzin Evaluation - IberSPEECH 2016, Lisboa, Portugal, November 2016

• Alberto Abad, Eugénio Ribeiro, Fábio Natanael Kepler, Ramon Fernandez Astudillo, Isabel Trancoso, Exploiting Phone Log-Likelihood Ratio Features for the Detection of the Native Language of Non-Native English Speakers, In Interspeech 2016, San Francisco, US, September 2016

• Alessio Brutti, Alberto Abad, Multi-channel i-vector combination for robust speaker verification in multi-room domestic environments, In Odyssey 2016: The Speaker and Language Recognition Workshop, Bilbao, Spain, June 2016

• Fernando Batista, Pedro dos Santos Lopes Curto, Isabel Trancoso, Alberto Abad, Jaime Rodrigues Ferreira, Eugénio Ribeiro, Helena Moniz, David Martins de Matos, Ricardo Ribeiro, SPA: Web-based Platform for easy Access to Speech Processing Modules, In LREC, European Language Resources Association (ELRA), pages 3886--3892, doi: ISBN: 978-2-9517408-9-1, Portorož, Slovenia, May 2016

• José Matos, Alberto Abad, António Joaquim Serralheiro, The DIRHA Portuguese Corpus: A Comparison of Home Automation Command Detection and Recognition in Simulated and Real Data, In LREC, European Language Resources Association (ELRA), Portorož, Slovenia, May 2016

• José Lopes, Arodami Chorianopoulou, Elisavet Palogiannidi, Helena Moniz, Alberto Abad, Katerina Louka, Elias Iosif, Alexandros Potamianos, The SpeDial datasets: datasets for Spoken Dialogue Systems analytics, In LREC, European Language Resources Association (ELRA), pages 104--110, doi: ISBN: 978-2-9517408-9-1, Portorož, Slovenia, May 2016

2015

• Eugénio Ribeiro, Jaime Rodrigues Ferreira, Julia Olcoz, Alberto Abad, Helena Moniz, Fernando Batista, Isabel Trancoso, Combining Multiple Approaches to Predict the Degree of Nativeness, In Interspeech 2015, Dresden, Germany, September 2015

• José Lopes, Giampiero Salvi, Gabriel Skantze, Alberto Abad, Joakim Gustafson, Fernando Batista, Raveesh Meena, Isabel Trancoso, Detecting Repetitions in Spoken Dialogue Systems Using Phonetic Distances, In Interspeech 2015, ISCA, Dresden, Germany, September 2015

• Maria Joana Ribeiro Folgado Correia, Alessio Brutti, Alberto Abad, Multi-channel speaker verification based on total variability modelling, In Interspeech 2015, ISCA, Dresden, Germany, September 2015

• Panagiotis Giannoulis, Alessio Brutti, Marco Matassoni, Alberto Abad, Athanasios Katsamanis, José Matos, Gerasimos Potamianos, Petros Maragos, Multi-room speech activity detection using a distributed microphone network in domestic environments, In EUSIPCO , Nice, France, September 2015

• Lionel Fontan, Thomas Pellegrini, Julia Olcoz, Alberto Abad, Predicting disordered speech comprehensibility from Goodness of Pronunciation scores, In Workshop on Speech and Language Processing for Assistive Technologies (SLPAT), Dresden, Germany, September 2015

• Anna Maria Pompili, Cristiana Filipa Lopes Amorim, Alberto Abad, Isabel Trancoso, Speech and language technologies for the automatic monitoring and training of cognitive functions, In Workshop on Speech and Language Processing for Assistive Technologies (SLPAT), Dresden, Germany, September 2015

• Helena Moniz, Anna Maria Pompili, Fernando Batista, Isabel Trancoso, Alberto Abad, Cristiana Filipa Lopes Amorim, Automatic Recognition of Prosodic Patterns in Semantic Verbal Fluency Tests - an Animal Naming Task for Edutainment Applications, In International Congress of Phonetic Sciences (ICPhS 2015), Glasgow, Scotland, UK, August 2015

• José Portêlo, Alberto Abad, Bhiksha Raj, Isabel Trancoso, Privacy-Preserving Query-by-Example Speech Search, In ICASSP 2015, IEEE, Brisbane, Australia, April 2015

2014

• Maria Joana Ribeiro Folgado Correia, Alberto Abad, Isabel Trancoso, Exploiting magnitude and phase spectral information for converted speech detection, In Spoken Language Technology Workshop (SLT) 2014, South Lake Tahoe, US, December 2014

• Alberto Abad, José Matos, Hugo Meinedo, Ramon Fernandez Astudillo, Isabel Trancoso, The L2F system for the EVALITA-2014 speech activity detection challenge in domestic environments, In International Workshop EVALITA 2014, Pisa, Italy, December 2014

• José Matos, Alberto Abad, Ramon Fernandez Astudillo, Isabel Trancoso, Recognition of distant voice commands for home applications in Portuguese, In Iberspeech 2014, Las Palmas de Gran Canaria, Spain, November 2014

• Annika Hämäläinen, Hyongsil Cho, Sara Candeias, Thomas Pellegrini, Alberto Abad, Michael Tjalve, Isabel Trancoso, Miguel Sales Dias, Automatically Recognising European Portuguese Children’s Speech: Pronunciation Patterns Revealed by an Analysis of ASR Errors, In PROPOR 2014, São Paulo, Brazil, October 2014

• Annika Hämäläinen, Sara Candeias, Hyongsil Cho, Hugo Meinedo, Alberto Abad, Thomas Pellegrini, Michael Tjalve, Isabel Trancoso, Miguel Sales Dias, Correlating ASR Errors with Developmental Changes in Speech Production: A Study of 3-10-Year-Old European Portuguese Children’s Speech, In WOCCI 2014 – Workshop on Child Computer Interaction, Singapore, September 2014

• José Portêlo, Bhiksha Raj, Alberto Abad, Isabel Trancoso, Privacy-Preserving Speaker Verification using Garbled GMMs, In EUSIPCO 2014, EURASIP, Lisbon, Portugal, September 2014

• Ramon Fernandez Astudillo, Alberto Abad, Isabel Trancoso, Accounting for the Residual Uncertainty of Multi-Layer Perceptron Based Features, In International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 6859 - 6863, May 2014

• Maria Joana Ribeiro Folgado Correia, Alberto Abad, Isabel Trancoso, Preventing converted speech spoofing attacks in speaker verification, In MIPRO2014, IEEE, Opatija, Croatia, May 2014

• José Portêlo, Bhiksha Raj, Alberto Abad, Isabel Trancoso, Privacy-Preserving Speaker Verification using Secure Binary Embeddings, In MIPRO 2014, IEEE, Opatja, Croatia, May 2014

• Luca Cristoforetti, Mirco Ravanelli, Maurizio Omologo, Alessandro Sosi, Alberto Abad, Martin Hagmueller, Petros Maragos, The DIRHA simulated corpus, In LREC2014, Reykjavic, Iceland, May 2014

2013

• Alberto Abad, Ramon Fernandez Astudillo, Isabel Trancoso, The L2F Spoken Web Search system for Mediaeval 2013, In Mediaeval Workshop, Barcelona, Spain, October 2013

• Alberto Abad, Luis Javier Rodríguez-Fuentes, Mikel Penagarikano, Amparo Varona, Germán Bordel, On the Calibration and Fusion of Heterogeneous Spoken Term Detection Systems, In Interspeech, September 2013

• José Portêlo, Bhiksha Raj, Petros Boufounos, Isabel Trancoso, Alberto Abad, Speaker verification using secure binary embeddings, In EUSIPCO 2013, EURASIP, Marrakech, Morocco, September 2013

• Pedro Fialho, Luísa Coheur, Sérgio dos Santos Lopes Curto, Pedro Miguel Abrunhosa Cláúdio, Angela Costa, Alberto Abad, Hugo Meinedo, Isabel Trancoso, MEET EDGAR, A TUTORING AGENT AT MONSERRATE, In ACL, series Proceedings of the 51st Annual Meeting of the Association f, Sofia, Bulgaria, August 2013

• José Portêlo, Alberto Abad, Bhiksha Raj, Isabel Trancoso, Secure binary embeddings of front-end factor analysis for privacy preserving speaker verification, In INTERSPEECH 2013, ISCA, Lyon, France, August 2013

• Elie Khoury, Bostjan Vesnicer, Javier Franco-Pedroso, Ricardo Violato, Zenelabidine Boulkenafet, Luis-Miguel Mazaira Fernandez, Mireia Diez, Justina Kosmala, Houssemeddine Khemiri, Tomas Cipr, Rahim Saedi, Manuel Gunther, Jerneja Zganec-Gros, Ruben Zazo Candil, Flávio Simões, Messaoud Bengherabi, Augustin Alvarez Marquina, Mikel Penagarikano, Alberto Abad, et alt., The 2013 Speaker Recognition Evaluation in Mobile Environment, In The 6th IAPR International Conference on Biometrics, June 2013

2012

• Isabel Trancoso, Alberto Abad, Thomas Pellegrini, Speech Technologies Applied to eHealth and eLearning, In Oriental COCOSDA 2012 (Keynote), IEEE, Macau, December 2012

• Alberto Abad, The L2F Language Recognition System for Albayzin 2012 Evaluation, In Proceedings of IberSPEECH, November 2012

• Anna Maria Pompili, Pedro Fialho, Alberto Abad, VITHEA: On-line word naming therapy in Portuguese for aphasic patients exploiting automatic speech recognition, In Proceedings of IberSPEECH, November 2012

• Alberto Abad, Ramon Fernandez Astudillo, The L2F Spoken Web Search system for Mediaeval 2012, In Mediaeval 2012 Workshop, Pisa, Italy, October 2012

• Alberto Abad, Anna Maria Pompili, Angela Costa, Isabel Trancoso, Automatic word naming recognition for treatment and assessment of aphasia, In Interspeech 2012, ISCA, Portland, Oregon, U.S.A., September 2012

• Luis Javier Rodríguez-Fuentes, Mikel Penagarikano, Amparo Varona, Mireia Diez, Germán Bordel, Alberto Abad, David Martínez, Jesus Villalba, Alfonso Ortega, Eduardo Lleida, The BLZ Submission to the NIST 2011 LRE: Data Collection, System Development and Performance, In Interspeech 2012, ISCA, Portland, Oregon, US, September 2012

• Ramon Fernandez Astudillo, Alberto Abad, João Paulo da Silva Neto, Uncertainty driven Compensation of Multi-Stream MLP Acoustic Models for Robust ASR, In Interspeech 2012, ISCA, Portland, Oregon, US, September 2012

• Ramon Fernandez Astudillo, Alberto Abad, João Paulo da Silva Neto, Integration of Beamforming and Automatic Speech Recognition Through Propagation of the Wiener Posterior, In ICASSP, pages 4909--4912, May 2012

• Alberto Abad, Hugo Meinedo, Isabel Trancoso, João Paulo da Silva Neto, Transcription of Multi-Variety Portuguese Media Contents, In Propor 2012, April 2012

• Anna Maria Pompili, Alberto Abad, VITHEA: On-line therapy for aphasic patients exploiting automatic speech recognition, In Propor 2012 - Special demo session, Coimbra, Portugal, April 2012

2011

• Luis Javier Rodríguez-Fuentes, Mikel Penagarikano, Amparo Varona, Mirieia Díez, Germán Bordel, David Martínez, Jesús Villalba, Antonio Miguel, Alfonso Ortega, Eduardo Lleida, Alberto Abad, Oscar Koller, Isabel Trancoso, Paula Lopez-Otero, Laura Docio-Fernandez, Carmen Garcia-Mateo, Rahim Saeidi, Mehdi Soufifar, Tomi Kinnunen, Torbjørn Svendsen, Pasi Frånti, Multi-site heterogeneous system fusions for the Albayzin 2010 language recognition evaluation, In Proc. ASRU 2011 - IEEE Automatic Speech Recognition and Understanding Workshop, IEEE, Hawaii, USA, December 2011

• Luis Javier Rodríguez-Fuentes, Mikel Penagarikano, Amparo Varona, Mireia Díez, Germán Bordel, Alberto Abad, David Martínez, Jesús Villalba, Alfonso Ortega, Eduardo Lleida, The BLZ Systems for the2011 NIST Language Recognition Evaluation, In The 2011 NIST Language Recognition evaluation (LRE11) Workshop, Atlanta (US), December 2011

• Alberto Abad, The L2F Language Recognition System for NIST LRE 2011, In The 2011 NIST Language Recognition evaluation (LRE11) Workshop, Atlanta, US, December 2011, December 2011

• Dorothea Kolossa, Ramon Fernandez Astudillo, Alberto Abad, Steffen Zeiler, Rahim Saeidi, Pejman Mowlaee, João Paulo da Silva Neto, Rainer Martin, CHIME Challenge: Approaches to Robustness using Beamforming and Uncertainty-of-Observation Techniques, In CHIME Workshop: International Workshop on Machine Listening in Multisource Environments, September 2011

• José Portêlo, Bhiksha Raj, Alberto Abad, Isabel Trancoso, On the Implementation of a Secure Musical Database Matching, In Proc. EUSIPCO 2011 - 19th European Signal Processing Conference, EURASIP, Barcelona, Spain, August 2011

• Anna Pompili, Alberto Abad, Isabel Trancoso, José Fonseca, Isabel P. Martins, Gabriela Leal, Luisa Farrajota, An on-line system for remote treatment of aphasia, In Second Workshop on Speech and Language Processing for Assistive Technologies (SLPAT), July 2011

• José Lopes, Isabel Trancoso, Alberto Abad, A NATIVENESS CLASSIFIER FOR TED TALKS, In International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011

• Alberto Abad, Jordi Luque, Isabel Trancoso, Parallel Transformation Network features for Speaker Recognition, In International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, May 2011

2010

• Alberto Abad, Isabel Trancoso, Post-evaluation analysis and improvements with the L2F Language Verification System submitted to NIST LRE 2009, In Fala2010, Vigo, Spain, November 2010

• Hugo Meinedo, Alberto Abad, Thomas Pellegrini, Isabel Trancoso, João Paulo da Silva Neto, The L2F Broadcast News Speech Recognition System, In Fala2010, Vigo, Spain, November 2010

• Alberto Abad, Oscar Koller, Isabel Trancoso, The L2F Language Verification Systems for Albayzin-2010 Evaluation, In Fala2010, Vigo, Spain, November 2010

• Alberto Abad, Thomas Pellegrini, Isabel Trancoso, João Paulo da Silva Neto, Context Dependent Modelling Approaches for Hybrid Speech Recognizers, In Interspeech 2010, ISCA, Makuhari (Japan), September 2010

• Oscar Koller, Alberto Abad, Isabel Trancoso, Maria do Céu Guerreiro Viana Ribeiro, Exploiting Variety-Dependent Phones in Portuguese Variety Identification Applied to Broadcast News Transcription, In Interspeech 2010, ISCA, Makuhari (Japan), September 2010

• Alberto Abad, Isabel Trancoso, Speaker Recognition Experiments Using Connectionist Transformation Network Features, In Interspeech 2010, ISCA, Makuhari (Japan), September 2010

• Alberto Abad, Jordi Luque, Connectionist Transformation Network Features for Speaker Recognition, In Odyssey 2010 The Speaker and Language Recognition Workshop , Brno, Czech Republic, June 2010

• Oscar Koller, Alberto Abad, Isabel Trancoso, Exploiting variety-dependent Phones in Portuguese Variety Identification, In Odyssey 2010 The Speaker and Language Recognition Workshop , Brno, Czech Republic, June 2010

• Alberto Abad, Jordi Luque, Isabel Trancoso, Javier Hernando, The L2F - UPC Speaker Recognition System for NIST SRE 2010, In The 2010 NIST Speaker Recognition evaluation (SRE2010) Workshop, Brno, Czech Republic, June 2010

• Helena Moniz, Fernando Batista, Hugo Meinedo, Alberto Abad, Isabel Trancoso, Ana Isabel Mata da Silva, Nuno J. Mamede, Prosodically-based automatic segmentation and punctuation, In Speech Prosody 2010, ISCA, Chicago, USA, May 2010

2009

• Miguel Bugalho, José Portêlo, Isabel Trancoso, Thomas Pellegrini, Alberto Abad, Detecting Audio Events for Semantic Video Search, In Interspeech 2009, ISCA, pages 1151-1154, Brighton, UK, September 2009

• Rui Martins, Isabel Trancoso, Alberto Abad, Hugo Meinedo, Detection of Childrens Voices, In I Iberian SL Tech 2009, pages 77-80, September 2009

• Alberto Abad, Isabel Trancoso, Nelson Neto, Maria do Céu Guerreiro Viana Ribeiro, Porting an European Portuguese Broadcast News Recognition System to Brazilian Portuguese, In Interspeech 2009, ISCA, Brighton, UK, September 2009

• Isabel Trancoso, Thomas Pellegrini, José Portêlo, Hugo Meinedo, Miguel Bugalho, Alberto Abad, João Paulo da Silva Neto, Audio contributions to semantic video search, In 2009 IEEE International Conference on Multimedia and Expo (ICME 2009), IEEE, New York, USA, June 2009

• Thomas Pellegrini, Jose Portelo, Isabel Trancoso, Alberto Abad, Miguel Bugalho, Hierarchical Clustering Experiments for Application to Audio Event Detection, In SPECOM, June 2009

• Alberto Abad, Isabel Trancoso, The L2F Language Verification System for NIST LRE 2009, In The 2009 NIST Language Recognition evaluation (LRE09) Workshop, Baltimore, US, June 2009

• José Portêlo, Miguel Bugalho, Isabel Trancoso, João Paulo da Silva Neto, Alberto Abad, António Joaquim Serralheiro, Non-speech audio event detection, In ICASSP 2009 - Int. Conf. on Acoustics, Speech, and Signal Processing, IEEE, April 2009

2008

• Alberto Abad, Isabel Trancoso, The L2F language verification systems for Albayzin-08 evaluation, In V Jornadas en Tecnología del Habla, November 2008

• Alberto Abad, João Paulo da Silva Neto, Automatic classification and transcription of telephone speech in radio broadcast data, In International Conference on Computational Processing of Portuguese Language (PROPOR 2008), Aveiro (Portugal), September 2008

• Alberto Abad, João Paulo da Silva Neto, Incorporating acoustical modelling of phone transitions in an hybrid ANN/HMM speech recognizer, In INTERSPEECH-2008, Brisbane (Australia), September 2008

• Carlos Segura, Alberto Abad, Javier Hernando, Climent Nadeu, Speaker Orientation Estimation Based on Hybridation of GCC-PHAT and HLBR, In INTERSPEECH-2008, Brisbane (Australia), September 2008

2007

• Alberto Abad, Carlos Segura, Climent Nadeu, Javier Hernando, Audio-based approaches to head orientation estimation in a smart-room, In INTERSPEECH-2007, pages 590-593, Antwerp (Belgium), August 2007

National Conferences

2017

• Sónia Reis, Anna Maria Pompili, Alberto Abad, Jorge Baptista, O provérbio como estímulo num terapeuta virtual, In VI Simpósio Mundial de Estudos sobre o Português (SIMELP), Santarém, Portugal, December 2017

Technical Reports

2013

• Maria Joana Ribeiro Folgado Correia, Alberto Abad, Isabel Trancoso, Towards an Anti-spoofing System Based on Phase and Modulation Features, Tech. Rep. 28 / 2013 INESC-ID Lisboa, December 2013

PhD theses

Ongoing

• Deep unsupervised learning for low-resource automatic speech recognition, Carlos Manuel Ferreira Carvalho. Instituto Superior Técnico (2021-). Alberto Abad, advisor.

• Speech as a biomarker for speech affecting diseases, Catarina Botelho. Instituto Superior Técnico, University of Lisbon (2019-). Isabel Trancoso, advisor. Alberto Abad, co-advisor.

• Privacy-preserving machine learning for speech, Francisco Teixeira. (2019-). Isabel Trancoso, advisor. Alberto Abad, co-advisor.

• Contributions to speech processing for children with speech disorders, Thomas Rolland. (2018-). Alberto Abad, advisor.

• Prosody Assessment for Computer Assisted Therapy and Language Learning, Mariana Julião. Instituto Superior Técnico, University of Lisbon (2018-). Alberto Abad, advisor. Helena Moniz, co-advisor.

Finished

• Speech and language technologies applied to diagnostics and therapy of brain diseases, Anna Maria Pompili. (2014-2019). Alberto Abad, advisor. Isabel Pavão Martins, co-advisor.

MSc theses

Ongoing

• Detection and Classification of Acoustic Scenes and Events, Álvaro Saldanha. Instituto Superior Técnico (2023-). Alberto Abad, advisor. Anna Maria Pompili, co-advisor.

• Machine Learning applied to Marine Biology for Fish Detection and Recognition', , Pedro Almeida. Instituto Superior Técnico (2023-). Alberto Abad, advisor.

• Machine Learning Techniques for Reliable Infrastructure Code, , Sancha Barroso. Instituto Superior Técnico (2023-). João F. Ferreira, advisor. Alberto Abad, co-advisor.

• "Multi-lingual cross-corpus analysis of COVID-19 patients’ recordings of speech and respiratory sounds", , . Instituto Superior Técnico (2022-). Alberto Abad, advisor. Rubén Solera Ureña, co-advisor.

• Automatic Source Code Summarization using Transformers, Bernardo Lourenço. Instituto Superior Técnico (2022-). Alberto Abad, advisor. João F. Ferreira, co-advisor.

• Multi-lingual Cross-corpus Analysis of COVID-19 Patients Recordings of Speech and Respiratory Sounds, Francisco Marques. Instituto Superior Técnico, Universidade de Lisboa (2022-). Alberto Abad, advisor. Rubén Solera Ureña, co-advisor.

• Bio-marcadores obtidos da análise da fala para suporte da identificação da doença Bipolar em Português., Mafalda Serafim. Instituto Superior Técnico (2022-). Alberto Abad, advisor. H. Sofia Pinto, co-advisor.

• Multi-modal Detection of Dementia, Mariana Amorim Nunes. Instituto Superior Técnico (2022-). Alberto Abad, advisor. Isabel Trancoso, co-advisor.

• Parkinson Detection Through Visual Speech, Margarida Ferro. Instituto Superior Técnico (2021-). Alberto Abad, advisor. Isabel Trancoso, co-advisor.

• Using Natural Language Processing to Find Bugs in Java Source Code, Alexandre Simão Pereira Faria. Instituto Superior Técnico (2020-). João F. Ferreira, advisor. Alberto Abad, co-advisor.

Finished

• Extraction of structural and semantic features for the identification of Psychosis in European Portuguese, Rodrigo Sousa. Instituto Superior Técnico (2021-2022). Alberto Abad, advisor. H. Sofia Pinto, co-advisor.

• Speech as a health biomarker, Matilde Maria Silva Peixoto. Instituto Superior Técnico (2020-2022). Isabel Trancoso, advisor. Alberto Abad, co-advisor.

• Biomarkers of sleep disorders, António Moura Sarmento de Magalhães Vieira. (2020-2021). Isabel Trancoso, advisor. Alberto Abad, co-advisor.

• Contributions towards the possible identification of psychosis through speech processing in Portuguese, Maria Gomes Simas Beato Forjó. Instituto Superior Técnico, Universidade de Lisboa (2020-2021). Alberto Abad, advisor. H. Sofia Pinto, co-advisor.

• Explaining Parkinson's Disease Computational Diagnostic based on Speech Analysis, Artur Oliveira Fortunato. Instituto Superior Técnico, Universidade de Lisboa (2020-2021). David Martins de Matos, advisor. Alberto Abad, co-advisor.

• Domain Adaptation in Low-Resource Automatic Speech Recognition, Pedro Fortunato Pereira da Fonseca Esteves. (2020-2021). Alberto Abad, advisor.

• Domain adaptation for neural network based dialogue systems, Rui Orlando Magalhães Ribeiro. Instituto Superior Técnico (2019-2021). Alberto Abad, advisor. José David Aguas Lopes, co-advisor.

• End-to-end automatic speech recognition in Portuguese, Carlos Manuel Ferreira Carvalho. (2019-2021). Alberto Abad, advisor.

• Speech and Language Technologies Applied to the Therapy of Reading Disabilities, Matilde Huberty Nogueira Ramos. Instituto Superior Técnico, Universidade de Lisboa (2019-2021). Alberto Abad, advisor. Isabel Trancoso, co-advisor.

• Automatic Nativeness Assessment, João Diogo Pereira da Silva Dionísio Botelheiro. (2019-2021). Alberto Abad, advisor. Rui Correia, co-advisor.

• IntelliComment: An IDE Plugin to Improve Java Source Code Using Comments, Francisco Machado Duarte. (2019-2020). João F. Ferreira, advisor. Alberto Abad, co-advisor.

• Development of Mobile Application For Speech Therapy, Guilherme Jorge de Lemos Marques. (2018-2019). Alberto Abad, advisor. Anna Maria Pompili, co-advisor.

• Surdez na Terceira Idade, Pedro Miguel Teiga Melo Teles. (2017-2019). Isabel Trancoso, advisor. Alberto Abad, co-advisor.

• Speech as a Biomarker for Sleep Disorders and Sleep Deprivation, Catarina Botelho. (2018). Alberto Abad, advisor. Isabel Trancoso, co-advisor.

• A Multiplayer Voice-Enabled Game Platform, Francisco Luís Campos Pais de Oliveira. (2017-2018). Isabel Trancoso, advisor. Alberto Abad, co-advisor.

• Discourse analysis for mental health monitoring, Pedro Rafael Barriga Negra Ascensão. Instituto Superior Técnico, Universidade de Lisboa (2017-2018). David Martins de Matos, advisor. Alberto Abad, co-advisor.

• Privacy in Paralinguistic Tasks, Francisco Teixeira. Instituto Superior Técnico (2017-2018). Isabel Trancoso, advisor. Alberto Abad, co-advisor.

• Audio-Visual Engagement Detection for Robots, Vera Korchevnyuk. Instituto Superior Técnico (2017-2018). Alberto Abad, advisor. Alexandre Bernardino, co-advisor.

• Privacy-Preserving Speech Emotion Recognition, Miguel Ângelo Rodrigues Dias. (2017). Isabel Trancoso, advisor. Alberto Abad, co-advisor.

• Privacy enhanced speech recognition, Gonçalo Nuno de Costa Carito. Instituto Superior Técnico, Universidade de Lisboa (2013-2015). Carlos Nuno da Cruz Ribeiro, advisor. Alberto Abad, co-advisor.

• Android App for the Elderly, Geoffrey Manuel dos Santos Marcelino. (2013-2014). Joao P. Carvalho, advisor. Alberto Abad, co-advisor.

• Reconhecimento robusto de fala com redes de microfones em ambientes domésticos multi-sala, José Miguel Caldeira e Matos. Instituto Superior Técnico (2013-2014). Alberto Abad, advisor. Isabel Trancoso, co-advisor.

• Automatic tool for screening of cognitive impairments, Cristiana Filipa Lopes Amorim. Instituto Superior Técnico (2012-2014). Isabel Trancoso, advisor. Alberto Abad, co-advisor.

• Anti-spoofing: Speaker Verification vs. Voice Conversion, Maria Joana Ribeiro Folgado Correia. Instituto Superior Técnico (2013-2014). Isabel Trancoso, advisor. Alberto Abad, co-advisor.

• New features for on-line aphasia therapy, Anna Maria Pompili. Instituto Superior Técnico (2012-2013). Isabel Trancoso, advisor. Alberto Abad, co-advisor.

• Automatic Speech Recognition and Identification of African Portuguese, Oscar Koller. Berlin University of Technology (2009-2010). Alberto Abad, advisor. Isabel Trancoso, co-advisor.

Graduation theses

Finished

• VITHEA : Terapeuta Virtual para o tratamento da Afasia, Anna Maria Pompili. Rome University of Tor Vergata (2010-2011). Alberto Abad, advisor. Isabel Trancoso, co-advisor.

Internships

Finished

• Tratamento de Dados, Diogo Manuel Bragança Carrasco. (2018-2019). Alberto Abad, advisor.

Research Interests

• Multi-microphone processing
• Automatic Speech Recognition

Resume

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