← Authors

Isabel Trancoso

49 papers · 2008–2026 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (8) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸƒ Academic Marathon (16) πŸ—ΊοΈ Taxonomy Completionist (11) 🏠 Conference Loyalist (22) 🧬 Topic Evolution πŸ† Keyword Champion (2) 🀝 Dynamic Duo (17) πŸ—ƒοΈ Keyword Collector (150) ❓ The Questioner ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (48) πŸ”₯ Unstoppable (14)

Conferences

INTERSPEECH (22) ACL (10) EMNLP (6) IJCNLP (3) SEMEVAL (3) NAACL (2) COLING (1) CONLL (1) EACL (1)

Top co-authors

Wang Ling (17) Alberto Abad (12) Chris Dyer (7) Silvio Amir (7) Catarina Botelho (7) John Mendonça (6) Tanja Schultz (6) Ramon F. Astudillo (5) Francisco Teixeira (5) Alon Lavie (4)

Research topics

Privacy (1)

Keywords

speech analysis (5) large language model (3) neural network (3) recurrent neural network (2) speech feature (2) electromyographic signal (2) automatic evaluation (2) multimodal learning (2) dialogue evaluation (2) depression detection (2) speech processing (2) automatic speech recognition (2) transfer learning (2) conversational ai (2) disease detection (2) privacy preservation (2) parkinson disease (2) speaker embedding (2) speech recognition (1) speech synthesis (1)

Papers

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