Sergio Burdisso

37 papers A* 2A 4C 1Misc 1Journal 17Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distilling Conversations: Abstract Compression of Conversational Audio Context for LLM-based ASR.
CoRR
Shashi Kumar, Esaú Villatoro-Tello, Sergio Burdisso, Kadri Hacioglu, Thibault Bañeras-Roux, Hasindri Watawana, Dairazalia Sanchez-Cortes, Srikanth R. Madikeri, Petr Motlícek, Andreas Stolcke
2026 J jnl
Reducing Prompt Sensitivity in LLM-based Speech Recognition Through Learnable Projection.
CoRR
Sergio Burdisso, Esaú Villatoro-Tello, Shashi Kumar, Srikanth R. Madikeri, Andrés Carofilis, Pradeep Rangappa, Manjunath K. E, Kadri Hacioglu, Petr Motlícek, Andreas Stolcke
2026 — conf
SDialog: A Python Toolkit for End-to-End Agent Building, User Simulation, Dialog Generation, and Evaluation.
EACL (System Demonstrations)
Sergio Burdisso, Séverin Baroudi, Yanis Labrak, David Grünert, Pawel Cyrta, Yiyang Chen, Srikanth R. Madikeri, Esaú Villatoro-Tello, Ricard Marxer, Petr Motlícek
2026 J jnl
Text-only adaptation in LLM-based ASR through text denoising.
CoRR
Sergio Burdisso, Esaú Villatoro-Tello, Andrés Carofilis, Shashi Kumar, Kadri Hacioglu, Srikanth R. Madikeri, Pradeep Rangappa, Manjunath K. E, Petr Motlícek, Shankar Venkatesan, Andreas Stolcke
2026 J jnl
When Consistency Becomes Bias: Interviewer Effects in Semi-Structured Clinical Interviews.
CoRR
Hasindri Watawana, Sergio Burdisso, Diego Aarón Moreno-Galván, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Petr Motlícek, Esaú Villatoro-Tello
2025 A conf
Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering.
INTERSPEECH
Andrés Carofilis, Pradeep Rangappa, Srikanth R. Madikeri, Shashi Kumar, Sergio Burdisso, Jeena J. Prakash, Esaú Villatoro-Tello, Petr Motlícek, Bidisha Sharma, Kadri Hacioglu, Shankar Venkatesan, Saurabh Vyas, Andreas Stolcke
2025 J jnl
Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering.
CoRR
Roberto Andrés Vasco Carofilis, Pradeep Rangappa, Srikanth R. Madikeri, Shashi Kumar, Sergio Burdisso, Jeena J. Prakash, Esaú Villatoro-Tello, Petr Motlícek, Bidisha Sharma, Kadri Hacioglu, Shankar Venkatesan, Saurabh Vyas, Andreas Stolcke
2025 A conf
Efficient Data Selection for Domain Adaptation of ASR Using Pseudo-Labels and Multi-Stage Filtering.
INTERSPEECH
Pradeep Rangappa, Andrés Carofilis, Jeena J. Prakash, Shashi Kumar, Sergio Burdisso, Srikanth R. Madikeri, Esaú Villatoro-Tello, Bidisha Sharma, Petr Motlícek, Kadri Hacioglu, Shankar Venkatesan, Saurabh Vyas, Andreas Stolcke
2025 J jnl
Efficient Data Selection for Domain Adaptation of ASR Using Pseudo-Labels and Multi-Stage Filtering.
CoRR
Pradeep Rangappa, Roberto Andrés Vasco Carofilis, Jeena J. Prakash, Shashi Kumar, Sergio Burdisso, Srikanth R. Madikeri, Esaú Villatoro-Tello, Bidisha Sharma, Petr Motlícek, Kadri Hacioglu, Shankar Venkatesan, Saurabh Vyas, Andreas Stolcke
2025 — conf
Performance Evaluation of SLAM-ASR: The Good, the Bad, the Ugly, and the Way Forward.
ICASSP Workshops
Shashi Kumar, Iuliia Thorbecke, Sergio Burdisso, Esaú Villatoro-Tello, Manjunath K. E, Kadri Hacioglu, Pradeep Rangappa, Petr Motlícek, Aravind Ganapathiraju, Andreas Stolcke
2025 J jnl
SDialog: A Python Toolkit for Synthetic Dialogue Generation and Analysis.
CoRR
Sergio Burdisso, Esaú Villatoro-Tello, Petr Motlícek
2025 Misc conf
Speech Data Selection for Efficient ASR Fine-Tuning using Domain Classifier and Pseudo-Label Filtering.
ICASSP
Pradeep Rangappa, Juan Zuluaga-Gomez, Srikanth R. Madikeri, Andrés Carofilis, Jeena J. Prakash, Sergio Burdisso, Shashi Kumar, Esaú Villatoro-Tello, Iuliia Nigmatulina, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju
2025 C conf
TokenVerse++: Towards Flexible Multitask Learning with Dynamic Task Activation.
ASRU
Shashi Kumar, Srikanth R. Madikeri, Esaú Villatoro-Tello, Sergio Burdisso, Pradeep Rangappa, Roberto Carofilis, Petr Motlícek, Karthik Pandia, Shankar Venkatesan, Kadri Hacioglu, Andreas Stolcke
2025 J jnl
TokenVerse++: Towards Flexible Multitask Learning with Dynamic Task Activation.
CoRR
Shashi Kumar, Srikanth R. Madikeri, Esaú Villatoro-Tello, Sergio Burdisso, Pradeep Rangappa, Roberto Andrés Vasco Carofilis, Petr Motlícek, Karthik Pandia, Shankar Venkatesan, Kadri Hacioglu, Andreas Stolcke
2025 — conf
Unifying Global and Near-Context Biasing in a Single Trie Pass.
TSD (1)
Iuliia Thorbecke, Esaú Villatoro-Tello, Juan Pablo Zuluaga-Gomez, Shashi Kumar, Sergio Burdisso, Pradeep Rangappa, Andrés Carofilis, Srikanth R. Madikeri, Petr Motlícek, Karthik Pandia, Kadri Hacioglu, Andreas Stolcke
2024 — conf
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews.
ClinicalNLP@NAACL
Sergio Burdisso, Ernesto Reyes-Ramírez, Esaú Villatoro-Tello, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Petr Motlícek
2024 J jnl
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews.
CoRR
Sergio Burdisso, Ernesto Reyes-Ramírez, Esaú Villatoro-Tello, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Petr Motlícek
2024 A* conf
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction.
EMNLP
Sergio Burdisso, Srikanth R. Madikeri, Petr Motlícek
2024 J jnl
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction.
CoRR
Sergio Burdisso, Srikanth R. Madikeri, Petr Motlícek
2024 A conf
Entity Matching Across Small Networks Using Node Attributes.
ECAI
Zahra Ahmadi, Zijian Zhang, Hoang H. Nguyen, Sergio Burdisso, Srikanth R. Madikeri, Petr Motlícek, Erinç Dikici, Gerhard Backfried, Marek Kovác, Kvetoslav Malý, Daniel Kudenko
2024 — conf
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper.
EMNLP (Findings)
Iuliia Thorbecke, Juan Pablo Zuluaga-Gomez, Esaú Villatoro-Tello, Shashi Kumar, Pradeep Rangappa, Sergio Burdisso, Petr Motlícek, Karthik S, Aravind Ganapathiraju
2024 J jnl
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper.
CoRR
Iuliia Thorbecke, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Shashi Kumar, Pradeep Rangappa, Sergio Burdisso, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju
2024 — conf
Mapping the Media Landscape: Predicting Factual Reporting and Political Bias Through Web Interactions.
CLEF (1)
Dairazalia Sanchez-Cortes, Sergio Burdisso, Esaú Villatoro-Tello, Petr Motlícek
2024 J jnl
Mapping the Media Landscape: Predicting Factual Reporting and Political Bias Through Web Interactions.
CoRR
Dairazalia Sanchez-Cortes, Sergio Burdisso, Esaú Villatoro-Tello, Petr Motlícek
2024 J jnl
Performance evaluation of SLAM-ASR: The Good, the Bad, the Ugly, and the Way Forward.
CoRR
Shashi Kumar, Iuliia Thorbecke, Sergio Burdisso, Esaú Villatoro-Tello, Manjunath K. E, Kadri Hacioglu, Pradeep Rangappa, Petr Motlícek, Aravind Ganapathiraju, Andreas Stolcke
2024 — conf
Reliability Estimation of News Media Sources: Birds of a Feather Flock Together.
NAACL-HLT
Sergio Burdisso, Dairazalia Sanchez-Cortes, Esaú Villatoro-Tello, Petr Motlícek
2024 A* conf
TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR.
EMNLP
Shashi Kumar, Srikanth R. Madikeri, Juan Pablo Zuluaga-Gomez, Iuliia Thorbecke, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Karthik S, Aravind Ganapathiraju
2024 J jnl
TokenVerse: Unifying Speech and NLP Tasks via Transducer-based ASR.
CoRR
Shashi Kumar, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Iuliia Nigmatulina, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju
2023 A conf
Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews.
INTERSPEECH
Sergio Burdisso, Esaú Villatoro-Tello, Srikanth R. Madikeri, Petr Motlícek
2023 J jnl
Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews.
CoRR
Sergio Burdisso, Esaú Villatoro-Tello, Srikanth R. Madikeri, Petr Motlícek
2022 — conf
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach.
CASE@EMNLP
Sergio Burdisso, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Martin Fajcik, Muskaan Singh, Pavel Smrz, Petr Motlícek
2022 J jnl
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach.
CoRR
Sergio Burdisso, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Martin Fajcik, Muskaan Singh, Pavel Smrz, Petr Motlícek
2022 — conf
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model.
CASE@EMNLP
Martin Fajcik, Muskaan Singh, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Pavel Smrz
2022 J jnl
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model.
CoRR
Martin Fajcik, Muskaan Singh, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Pavel Smrz
2022 — conf
UNSL at eRisk 2022: Decision policies with history for early classification.
CLEF (Working Notes)
Juan Martín Loyola, Horacio Thompson, Sergio Burdisso, Marcelo Errecalde
2021 — conf
UNSL at eRisk 2021: A Comparison of Three Early Alert Policies for Early Risk Detection.
CLEF (Working Notes)
Juan Martín Loyola, Sergio Burdisso, Horacio Thompson, Leticia C. Cagnina, Marcelo Errecalde
2018 — conf
UNSL's participation at eRisk 2018 Lab.
CLEF (Working Notes)
Dario G. Funez, Maria José Garciarena Ucelay, Maria Paula Villegas, Sergio Burdisso, Leticia C. Cagnina, Manuel Montes-y-Gómez, Marcelo Errecalde