| 2026 | LREC | FalAR: A Large-scale Speaker-Annotated European Portuguese Speech Corpus of Parliamentary Sessions. | Francisco Teixeira, Carlos Carvalho, Mariana Julio, Catarina Botelho, Rubn Solera-Urea, Srgio Paulo, Thomas Rolland, Ben Peters, Isabel Trancoso, Alberto Abad |
| 2025 | ASRU | CAMES: A Comprehensive Automatic Speech Recognition Benchmark for European Portuguese. | Carlos Carvalho, Francisco Teixeira, Catarina Botelho, Anna Pompili, Rubn Solera-Urea, Srgio Paulo, Mariana Julio, Thomas Rolland, John Mendona, Diogo A. P. Nunes, Isabel Trancoso, Alberto Abad |
| 2025 | ICASSP | AC-Mix: Self-Supervised Adaptation for Low-Resource Automatic Speech Recognition using Agnostic Contrastive Mixup. | Carlos Carvalho, Alberto Abad |
| 2025 | Interspeech | Acoustic and Linguistic Biomarkers for Cognitive Impairment Detection from Speech. | Catarina Botelho, David Gimeno-Gmez, Francisco Teixeira, John Mendona, Patrcia Pereira, Diogo A. P. Nunes, Thomas Rolland, Anna Pompili, Rubn Solera-Urea, Maria Ponte, David Martins de Matos, Carlos D. Martnez-Hinarejos, Isabel Trancoso, Alberto Abad |
| 2025 | Interspeech | Exploring Linear Variant Transformers and k-NN Memory Inference for Long-Form ASR. | Carlos Carvalho, Jinchuan Tian, William Chen, Yifan Peng, Alberto Abad, Shinji Watanabe |
| 2025 | Interspeech | On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech. | David Gimeno-Gmez, Rubn Solera-Urea, Anna Pompili, Carlos D. Martnez-Hinarejos, Rita Cardoso, Isabel Guimares, Joaquim J. Ferreira, Alberto Abad |
| 2025 | Interspeech | Exploring Shared-Weight Mechanisms in Transformer and Conformer Architectures for Automatic Speech Recognition. | Thomas Rolland, Alberto Abad |
| 2025 | Interspeech | Speech Reference Intervals: An Assessment of Feasibility in Depression Symptom Severity Prediction. | Lauren L. White, Ewan Carr, Judith Dineley, Catarina Botelho, Pauline Conde, Faith Matcham, Carolin Oetzmann, Amos Folarin, George Fairs, Agnes Norbury, Stefano Goria, Srinivasan Vairavan, Til Wykes, Richard J. B. Dobson, Vaibhav A. Narayan, Matthew Hotopf, Alberto Abad, Isabel Trancoso, Nicholas Cummins |
| 2024 | ICASSP | Exploring Adapters with Conformers for Children's Automatic Speech Recognition. | Thomas Rolland, Alberto Abad |
| 2024 | ICASSP | Improved Children's Automatic Speech Recognition Combining Adapters and Synthetic Data Augmentation. | Thomas Rolland, Alberto Abad |
| 2024 | Interspeech | Macro-descriptors for Alzheimer's disease detection using large language models. | Catarina Botelho, John Mendona, Anna Pompili, Tanja Schultz, Alberto Abad, Isabel Trancoso |
| 2024 | Interspeech | Shared-Adapters: A Novel Transformer-based Parameter Efficient Transfer Learning Approach For Children's Automatic Speech Recognition. | Thomas Rolland, Alberto Abad |
| 2024 | Interspeech | Introduction To Partial Fine-tuning: A Comprehensive Evaluation Of End-to-end Children's Automatic Speech Recognition Adaptation. | Thomas Rolland, Alberto Abad |
| 2023 | ICASSP | Towards Reducing Patient Effort for the Automatic Prediction of Speech Intelligibility in Head and Neck Cancers. | Sebastio Quintas, Alberto Abad, Julie Mauclair, Virginie Woisard, Julien Pinquier |
| 2023 | ICASSP | Privacy-Preserving Automatic Speaker Diarization. | Francisco Teixeira, Alberto Abad, Bhiksha Raj, Isabel Trancoso |
| 2023 | Interspeech | Towards Reference Speech Characterization for Health Applications. | Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso |
| 2023 | Interspeech | Memory-augmented conformer for improved end-to-end long-form ASR. | Carlos Carvalho, Alberto Abad |
| 2022 | ICASSP | Exploring Dementia Detection from Speech: Cross Corpus Analysis. | Ayimnisagul Ablimit, Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso |
| 2022 | Interspeech | Challenges of using longitudinal and cross-domain corpora on studies of pathological speech. | Catarina Botelho, Tanja Schultz, Alberto Abad, Isabel Trancoso |
| 2022 | Interspeech | Towards End-to-End Private Automatic Speaker Recognition. | Francisco Teixeira, Alberto Abad, Bhiksha Raj, Isabel Trancoso |
| 2022 | LREC | A new European Portuguese corpus for the study of Psychosis through speech analysis. | Maria Forj, Daniel Neto, Alberto Abad, H. Sofia Pinto, Joaquim Gago |
| 2022 | LREC | Multilingual Transfer Learning for Children Automatic Speech Recognition. | Thomas Rolland, Alberto Abad, Catia Cucchiarini, Helmer Strik |
| 2021 | ICASSP | FoolHD: Fooling Speaker Identification by Highly Imperceptible Adversarial Disturbances. | Ali Shahin Shamsabadi, Francisco Seplveda Teixeira, Alberto Abad, Bhiksha Raj, Andrea Cavallaro, Isabel Trancoso |
| 2021 | Interspeech | Visual Speech for Obstructive Sleep Apnea Detection. | Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso |
| 2021 | Interspeech | Transfer Learning-Based Cough Representations for Automatic Detection of COVID-19. | Rubn Solera-Urea, Catarina Botelho, Francisco Teixeira, Thomas Rolland, Alberto Abad, Isabel Trancoso |
| 2020 | ICASSP | Cross Lingual Transfer Learning for Zero-Resource Domain Adaptation. | Alberto Abad, Peter Bell, Andrea Carmantini, Steve Renals |
| 2020 | Interspeech | Toward Silent Paralinguistics: Speech-to-EMG - Retrieving Articulatory Muscle Activity from Speech. | Catarina Botelho, Lorenz Diener, Dennis Kster, Kevin Scheck, Shahin Amiriparian, Bjrn W. Schuller, Tanja Schultz, Alberto Abad, Isabel Trancoso |
| 2020 | Interspeech | Exploring Text and Audio Embeddings for Multi-Dimension Elderly Emotion Recognition. | Mariana Julio, Alberto Abad, Helena Moniz |
| 2020 | Interspeech | Analyzing Breath Signals for the Interspeech 2020 ComParE Challenge. | John Mendona, Francisco Teixeira, Isabel Trancoso, Alberto Abad |
| 2020 | Interspeech | The INESC-ID Multi-Modal System for the ADReSS 2020 Challenge. | Anna Pompili, Thomas Rolland, Alberto Abad |
| 2020 | Interspeech | Assessment of Parkinson's Disease Medication State Through Automatic Speech Analysis. | Anna Pompili, Rubn Solera-Urea, Alberto Abad, Rita Cardoso, Isabel Guimares, Margherita Fabbri, Isabel P. Martins, Joaquim J. Ferreira |
| 2019 | ICASSP | Speech as a Biomarker for Obstructive Sleep Apnea Detection. | Catarina Botelho, Isabel Trancoso, Alberto Abad, Teresa Paiva |
| 2019 | ICASSP | Attentive Filtering Networks for Audio Replay Attack Detection. | Cheng-I Lai, Alberto Abad, Korin Richmond, Junichi Yamagishi, Najim Dehak, Simon King |
| 2019 | ICASSP | Privacy-preserving Paralinguistic Tasks. | Francisco Teixeira, Alberto Abad, Isabel Trancoso |
| 2019 | Interspeech | Recognition of Latin American Spanish Using Multi-Task Learning. | Carlos Mendes, Alberto Abad, Joo Paulo Neto, Isabel Trancoso |
| 2018 | ICASSP | Exploring Hashing and Cryptonet Based Approaches for Privacy-Preserving Speech Emotion Recognition. | Miguel Sales Dias, Alberto Abad, Isabel Trancoso |
| 2018 | Interspeech | Patient Privacy in Paralinguistic Tasks. | Francisco Teixeira, Alberto Abad, Isabel Trancoso |
| 2017 | Interspeech | Depression Detection Using Automatic Transcriptions of De-Identified Speech. | Paula Lopez-Otero, Laura Doco Fernndez, Alberto Abad, Carmen Garca-Mateo |
| 2016 | Interspeech | Exploiting Phone Log-Likelihood Ratio Features for the Detection of the Native Language of Non-Native English Speakers. | Alberto Abad, Eugnio Ribeiro, Fbio N. Kepler, Ramn Fernandez Astudillo, Isabel Trancoso |
| 2016 | LREC | SPA: Web-based Platform for easy Access to Speech Processing Modules. | Fernando Batista, Pedro Curto, Isabel Trancoso, Alberto Abad, Jaime Ferreira, Eugnio Ribeiro, Helena Moniz, David Martins de Matos, Ricardo Ribeiro |
| 2016 | LREC | The SpeDial datasets: datasets for Spoken Dialogue Systems analytics. | Jos Lopes, Arodami Chorianopoulou, Elisavet Palogiannidi, Helena Moniz, Alberto Abad, Katerina Louka, Elias Iosif, Alexandros Potamianos |
| 2016 | LREC | The DIRHA Portuguese Corpus: A Comparison of Home Automation Command Detection and Recognition in Simulated and Real Data. | Miguel Matos, Alberto Abad, Antnio Joaquim Serralheiro |
| 2015 | ICASSP | Privacy-preserving Query-by-Example Speech Search. | Jos Portelo, Alberto Abad, Bhiksha Raj, Isabel Trancoso |
| 2015 | Interspeech | Multi-channel speaker verification based on total variability modelling. | Maria Joana Correia, Alessio Brutti, Alberto Abad |
| 2015 | Interspeech | Detecting repetitions in spoken dialogue systems using phonetic distances. | Jos Lopes, Giampiero Salvi, Gabriel Skantze, Alberto Abad, Joakim Gustafson, Fernando Batista, Raveesh Meena, Isabel Trancoso |
| 2015 | Interspeech | Combining multiple approaches to predict the degree of nativeness. | Eugnio Ribeiro, Jaime Ferreira, Julia Olcoz, Alberto Abad, Helena Moniz, Fernando Batista, Isabel Trancoso |
| 2014 | ICASSP | Accounting for the residual uncertainty of multi-layer perceptron based features. | Ramn Fernandez Astudillo, Alberto Abad, Isabel Trancoso |
| 2014 | LREC | The DIRHA simulated corpus. | Luca Cristoforetti, Mirco Ravanelli, Maurizio Omologo, Alessandro Sosi, Alberto Abad, Martin Hagmueller, Petros Maragos |
| 2013 | ACL | Meet EDGAR, a tutoring agent at MONSERRATE. | Pedro Fialho, Lusa Coheur, Srgio Curto, Pedro Cludio, ngela Costa, Alberto Abad, Hugo Meinedo, Isabel Trancoso |
| 2013 | Interspeech | On the calibration and fusion of heterogeneous spoken term detection systems. | Alberto Abad, Luis Javier Rodrguez-Fuentes, Mikel Peagarikano, Amparo Varona, Germn Bordel |
| 2013 | Interspeech | Secure binary embeddings of front-end factor analysis for privacy preserving speaker verification. | Jos Portelo, Alberto Abad, Bhiksha Raj, Isabel Trancoso |
| 2012 | ICASSP | Integration of beamforming and automatic speech recognition through propagation of the wiener posterior. | Ramn Fernandez Astudillo, Alberto Abad, Joo Paulo da Silva Neto |
| 2012 | Interspeech | Automatic word naming recognition for treatment and assessment of aphasia. | Alberto Abad, Anna Pompili, ngela Costa, Isabel Trancoso |
| 2012 | Interspeech | Uncertainty driven Compensation of Multi-Stream MLP Acoustic Models for Robust ASR. | Ramn Fernandez Astudillo, Alberto Abad, Joo Paulo Neto |
| 2012 | Interspeech | The BLZ Submission to the NIST 2011 LRE: Data Collection, System Development and Performance. | Luis Javier Rodrguez-Fuentes, Mikel Peagarikano, Amparo Varona, Mireia Dez, Germn Bordel, Alberto Abad, David Martnez Gonzlez, Jess Antonio Villalba Lpez, Alfonso Ortega, Eduardo Lleida |
| 2011 | ASRU | Multi-site heterogeneous system fusions for the Albayzin 2010 Language Recognition Evaluation. | Luis Javier Rodrguez, Mikel Peagarikano, Amparo Varona, Mireia Dez, Germn Bordel, David Martnez Gonzlez, Jess Antonio Villalba Lpez, Antonio Miguel, Alfonso Ortega, Eduardo Lleida, Alberto Abad, Oscar Koller, Isabel Trancoso, Paula Lopez-Otero, Laura Doco Fernndez, Carmen Garca-Mateo, Rahim Saeidi, Mehdi Soufifar, Tomi Kinnunen, Torbjrn Svendsen, Pasi Frnti |
| 2011 | ICASSP | Parallel Transformation Network features for speaker recognition. | Alberto Abad, Jordi Luque, Isabel Trancoso |
| 2011 | ICASSP | A nativeness classifier for TED Talks. | Jos Lopes, Isabel Trancoso, Alberto Abad |
| 2010 | Interspeech | Context dependent modelling approaches for hybrid speech recognizers. | Alberto Abad, Thomas Pellegrini, Isabel Trancoso, Joo Paulo Neto |
| 2010 | Interspeech | Speaker recognition experiments using connectionist transformation network features. | Alberto Abad, Isabel Trancoso |
| 2010 | Interspeech | Exploiting variety-dependent phones in portuguese variety identification applied to broadcast news transcription. | Oscar Koller, Alberto Abad, Isabel Trancoso, Cu Viana |
| 2009 | ICASSP | Non-speech audio event detection. | Jos Portelo, Miguel M. F. Bugalho, Isabel Trancoso, Joo Paulo Neto, Alberto Abad, Antnio Joaquim Serralheiro |
| 2009 | Interspeech | Porting an european portuguese broadcast news recognition system to brazilian portuguese. | Alberto Abad, Isabel Trancoso, Nelson Neto, Cu Viana |
| 2009 | Interspeech | Detecting audio events for semantic video search. | Miguel M. F. Bugalho, Jos Portelo, Isabel Trancoso, Thomas Pellegrini, Alberto Abad |
| 2008 | Interspeech | Incorporating acoustical modelling of phone transitions in an hybrid ANN/HMM speech recognizer. | Alberto Abad, Joo Paulo Neto |
| 2008 | Interspeech | Speaker orientation estimation based on hybridation of GCC-PHAT and HLBR. | Carlos Segura, Alberto Abad, Javier Hernando, Climent Nadeu |
| 2007 | ICASSP | Multimodal Head Orientation Towards Attention Tracking in Smartrooms. | Carlos Segura, Cristian Canton-Ferrer, Alberto Abad, Josep R. Casas, Javier Hernando |
| 2007 | Interspeech | Audio-based approaches to head orientation estimation in a smart-room. | Alberto Abad, Carlos Segura, Climent Nadeu, Javier Hernando |
| 2006 | Interspeech | Audio person tracking in a smart-room environment. | Alberto Abad, Carlos Segura, Dusan Macho, Javier Hernando, Climent Nadeu |
| 2005 | Interspeech | Effect of head orientation on the speaker localization performance in smart-room environment. | Alberto Abad, Dusan Macho, Carlos Segura, Javier Hernando, Climent Nadeu |
| 2004 | ICCS | Analytical Theory of Motion of a Mars Orbiter. | Juan Flix San-Juan, Sergio Serrano, Alberto Abad |
| 2004 | Interspeech | Speech enhancement and recognition by integrating adaptive beamforming and wiener filtering. | Alberto Abad, Javier Hernando |
| 2004 | Interspeech | Jacobian adaptation with improved noise reference for speaker verification. | Jan Anguita, Javier Hernando, Alberto Abad |
| 2003 | ICCS | Symbolic Solution of Kepler's Generalized Equation. | Juan Flix San-Juan, Alberto Abad |
| 2003 | Interspeech | Jacobian adaptation based on the frequency-filtered spectral energies. | Alberto Abad, Climent Nadeu, Javier Hernando, Jaume Padrell |