Isabel Trancoso

MEDAL: A Framework for Benchmarking LLMs as Multilingual Open-Domain Dialogue Evaluators EACL 2026 Acoustic and Linguistic Biomarkers for Cognitive Impairment Detection from Speech Interspeech 2025 Children's Voice Privacy: First Steps and Emerging Challenges Interspeech 2025 Speech Reference Intervals: An Assessment of Feasibility in Depression Symptom Severity Prediction Interspeech 2025 Macro-descriptors for Alzheimer's disease detection using large language models Interspeech 2024 On the Benchmarking of LLMs for Open-Domain Dialogue Evaluation ACL 2024 Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMs EMNLP 2024 Towards Responsible Speech Processing Interspeech 2024 Unveiling Biases while Embracing Sustainability: Assessing the Dual Challenges of Automatic Speech Recognition Systems Interspeech 2024 Dialogue Quality and Emotion Annotations for Customer Support Conversations EMNLP 2023 Laughter in task-based settings: whom we talk to affects how, when, and how often we laugh Interspeech 2023 Prediction of the Gender-based Violence Victim Condition using Speech: What do Machine Learning Models rely on? Interspeech 2023 Towards Reference Speech Characterization for Health Applications Interspeech 2023 Challenges of using longitudinal and cross-domain corpora on studies of pathological speech Interspeech 2022 Towards End-to-End Private Automatic Speaker Recognition Interspeech 2022 Transfer Learning-Based Cough Representations for Automatic Detection of COVID-19 Interspeech 2021 Visual Speech for Obstructive Sleep Apnea Detection Interspeech 2021 Analyzing Breath Signals for the Interspeech 2020 ComParE Challenge Interspeech 2020 Toward Silent Paralinguistics: Speech-to-EMG — Retrieving Articulatory Muscle Activity from Speech Interspeech 2020 Towards Silent Paralinguistics: Deriving Speaking Mode and Speaker ID from Electromyographic Signals Interspeech 2020 Recognition of Latin American Spanish Using Multi-Task Learning Interspeech 2019 The GDPR & Speech Data: Reflections of Legal and Technology Communities, First Steps Towards a Common Understanding Interspeech 2019 Unbabel Talk — Human Verified Translations for Voice Instant Messaging Interspeech 2019 Acoustic-prosodic Entrainment in Structural Metadata Events Interspeech 2018 Mining Multimodal Repositories for Speech Affecting Diseases Interspeech 2018 Patient Privacy in Paralinguistic Tasks Interspeech 2018 Proceedings of the Second Workshop on Subword/Character LEvel Models NAACL 2018 A Semi-Supervised Learning Approach for Acoustic-Prosodic Personality Perception in Under-Resourced Domains Interspeech 2017 Segment Level Voice Conversion with Recurrent Neural Networks Interspeech 2017 Exploiting Phone Log-Likelihood Ratio Features for the Detection of the Native Language of Non-Native English Speakers Interspeech 2016 INESC-ID at SemEval-2016 Task 4-A: Reducing the Problem of Out-of-Embedding Words SemEval 2016 Automatic Keyword Extraction on Twitter ACL 2015 Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation EMNLP 2015 INESC-ID: A Regression Model for Large Scale Twitter Sentiment Lexicon Induction SemEval 2015 INESC-ID: Sentiment Analysis without Hand-Coded Features or Linguistic Resources using Embedding Subspaces SemEval 2015 Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces ACL 2015 Not All Contexts Are Created Equal: Better Word Representations with Variable Attention EMNLP 2015 Two/Too Simple Adaptations of Word2Vec for Syntax Problems NAACL 2015 Toward Better Chinese Word Segmentation for SMT via Bilingual Constraints ACL 2014 Co-regularizing character-based and word-based models for semi-supervised Chinese word segmentation ACL 2013 Graph-based Semi-Supervised Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging ACL 2013 Meet EDGAR, a tutoring agent at MONSERRATE ACL 2013 Microblogs as Parallel Corpora ACL 2013 Paraphrasing 4 Microblog Normalization EMNLP 2013 Entropy-based Pruning for Phrase-based Machine Translation EMNLP 2012 Improving Relative-Entropy Pruning using Statistical Significance COLING 2012 Discriminative Phrase-based Lexicalized Reordering Models using Weighted Reordering Graphs IJCNLP 2011 Reordering Modeling using Weighted Alignment Matrices ACL 2011 Language Dynamics and Capitalization using Maximum Entropy ACL 2008