Juan Zuluaga-Gomez

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 37

Top Topics

Language Understanding

Speech Recognition

Top Venues

Publications

Shashi Kumar, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Iuliia Nigmatulina, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju
TokenVerse: Unifying Speech and NLP Tasks via Transducer-based ASR. CoRR (2024)
Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
Open-Source Conversational AI with SpeechBrain 1.0. CoRR (2024)
Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan
CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice. CoRR (2023)
Florian Mai, Juan Zuluaga-Gomez, Titouan Parcollet, Petr Motlícek
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. INTERSPEECH (2023)
Esaú Villatoro-Tello, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Bidisha Sharma, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Petr Motlícek, Alexei V. Ivanov, Aravind Ganapathiraju
Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks. ICASSP (2023)
Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan
CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice. INTERSPEECH (2023)
Juan Zuluaga-Gomez
Breast Cancer Diagnosis Using Machine Learning Techniques. CoRR (2023)
Iuliia Nigmatulina, Srikanth R. Madikeri, Esaú Villatoro-Tello, Petr Motlícek, Juan Zuluaga-Gomez, Karthik Pandia, Aravind Ganapathiraju
Implementing contextual biasing in GPU decoder for online ASR. CoRR (2023)
Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlícek, Driss Khalil, Srikanth R. Madikeri, Allan Tart, Igor Szöke, Vincent Lenders, Mickaël Rigault, Khalid Choukri
Lessons Learned in ATCO2: 5000 hours of Air Traffic Control Communications for Robust Automatic Speech Recognition and Understanding. CoRR (2023)
Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Matthias Kleinert
A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers. CoRR (2023)
Florian Mai, Juan Zuluaga-Gomez, Titouan Parcollet, Petr Motlícek
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. CoRR (2023)
Iuliia Nigmatulina, Srikanth R. Madikeri, Esaú Villatoro-Tello, Petr Motlícek, Juan Zuluaga-Gomez, Karthik Pandia, Aravind Ganapathiraju
Implementing Contextual Biasing in GPU Decoder for Online ASR. INTERSPEECH (2023)
Juan Zuluaga-Gomez, Zhaocheng Huang, Xing Niu, Rohit Paturi, Sundararajan Srinivasan, Prashant Mathur, Brian Thompson, Marcello Federico
End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation. CoRR (2023)
Martin Fajcik, Muskaan Singh, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Pavel Smrz
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model. CoRR (2022)
Iuliia Nigmatulina, Juan Zuluaga-Gomez, Amrutha Prasad, Seyyed Saeed Sarfjoo, Petr Motlícek
A Two-Step Approach to Leverage Contextual Data: Speech Recognition in Air-Traffic Communications. ICASSP (2022)
Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Seyyed Saeed Sarfjoo, Petr Motlícek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan
How Does Pre-Trained Wav2Vec 2.0 Perform on Domain-Shifted Asr? an Extensive Benchmark on Air Traffic Control Communications. SLT (2022)
Juan Zuluaga-Gomez, Noureddine Zerhouni, Zeina Al Masry, Christine Devalland, Christophe Varnier
A Survey of Breast Cancer Screening Techniques: Thermography and Electrical Impedance Tomography. CoRR (2022)
Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Seyyed Saeed Sarfjoo, Petr Motlícek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan
How Does Pre-trained Wav2Vec2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications. CoRR (2022)
Sergio Burdisso, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Martin Fajcik, Muskaan Singh, Pavel Smrz, Petr Motlícek
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach. CASE@EMNLP (2022)
Esaú Villatoro-Tello, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Bidisha Sharma, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Petr Motlícek, Alexei V. Ivanov, Aravind Ganapathiraju
Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks. CoRR (2022)
Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlícek, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Karel Veselý
Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator. CoRR (2022)
Juan Zuluaga-Gomez, Seyyed Saeed Sarfjoo, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Karel Ondrej, Oliver Ohneiser, Hartmut Helmke
Bertraffic: Bert-Based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications. SLT (2022)
Martin Fajcik, Muskaan Singh, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Pavel Smrz
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model. CASE@EMNLP (2022)
Sergio Burdisso, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Martin Fajcik, Muskaan Singh, Pavel Smrz, Petr Motlícek
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach. CoRR (2022)
Iuliia Nigmatulina, Juan Zuluaga-Gomez, Amrutha Prasad, Seyyed Saeed Sarfjoo, Petr Motlícek
A two-step approach to leverage contextual data: speech recognition in air-traffic communications. CoRR (2022)
Juan Zuluaga-Gomez, Karel Veselý, Igor Szöke, Petr Motlícek, Martin Kocour, Mickaël Rigault, Khalid Choukri, Amrutha Prasad, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Claudia Cevenini, Pavel Kolcárek, Allan Tart, Jan Cernocký
ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications. CoRR (2022)
Martin Kocour, Karel Veselý, Alexander Blatt, Juan Zuluaga-Gomez, Igor Szöke, Jan Cernocký, Dietrich Klakow, Petr Motlícek
Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition. Interspeech (2021)
Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlícek, Oliver Ohneiser, Hartmut Helmke, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina
Grammar Based Identification Of Speaker Role For Improving ATCO And Pilot ASR. CoRR (2021)
Juan Zuluaga-Gomez, Zeina Al Masry, Khaled Benaggoune, Safa Meraghni, Nourredine Zerhouni
A CNN-based methodology for breast cancer diagnosis using thermal images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9 (2) (2021)
Juan Zuluaga-Gomez, Seyyed Saeed Sarfjoo, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Oliver Ohneiser, Hartmut Helmke
BERTraffic: A Robust BERT-Based Approach for Speaker Change Detection and Role Identification of Air-Traffic Communications. CoRR (2021)
Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlícek, Karel Veselý, Martin Kocour, Igor Szöke
Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems. CoRR (2021)
Iuliia Nigmatulina, Rudolf A. Braun, Juan Zuluaga-Gomez, Petr Motlícek
Improving callsign recognition with air-surveillance data in air-traffic communication. CoRR (2021)
Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlícek, Karel Veselý, Martin Kocour, Igor Szöke
Contextual Semi-Supervised Learning: An Approach to Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems. Interspeech (2021)
Srikanth R. Madikeri, Sibo Tong, Juan Zuluaga-Gomez, Apoorv Vyas, Petr Motlícek, Hervé Bourlard
Pkwrap: a PyTorch Package for LF-MMI Training of Acoustic Models. CoRR (2020)
Juan Zuluaga-Gomez, Petr Motlícek, Qingran Zhan, Karel Veselý, Rudolf A. Braun
Automatic Speech Recognition Benchmark for Air-Traffic Communications. CoRR (2020)
Juan Zuluaga-Gomez, Petr Motlícek, Qingran Zhan, Karel Veselý, Rudolf A. Braun
Automatic Speech Recognition Benchmark for Air-Traffic Communications. INTERSPEECH (2020)
Juan Zuluaga-Gomez, Zeina Al Masry, Khaled Benaggoune, Safa Meraghni, Noureddine Zerhouni
A CNN-based methodology for breast cancer diagnosis using thermal images. CoRR (2019)