Juan Zuluaga-Gomez

According to our database, Juan Zuluaga-Gomez authored at least 31 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LM-assisted keyword biasing with Aho-Corasick algorithm for Transducer-based ASR.

Iuliia Thorbecke, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Andrés Carofilis, Shashi Kumar, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju

CoRR, 2024

Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper.

Iuliia Thorbecke, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Shashi Kumar, Pradeep Rangappa, Sergio Burdisso, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju

CoRR, 2024

TokenVerse: Unifying Speech and NLP Tasks via Transducer-based ASR.

Shashi Kumar, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Iuliia Nigmatulina, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju

CoRR, 2024

Open-Source Conversational AI with SpeechBrain 1.0.

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

CoRR, 2024

Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper.

Iuliia Thorbecke, Juan Pablo Zuluaga-Gomez, Esaú Villatoro-Tello, Shashi Kumar, Pradeep Rangappa, Sergio Burdisso, Petr Motlícek, Karthik S, Aravind Ganapathiraju

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR.

Shashi Kumar, Srikanth R. Madikeri, Juan Pablo Zuluaga-Gomez, Iuliia Thorbecke, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Karthik S, Aravind Ganapathiraju

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Breast Cancer Diagnosis Using Machine Learning Techniques.

Juan Zuluaga-Gomez

CoRR, 2023

Lessons Learned in ATCO2: 5000 hours of Air Traffic Control Communications for Robust Automatic Speech Recognition and Understanding.

Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlícek, Driss Khalil, Srikanth R. Madikeri, Allan Tart, Igor Szöke, Vincent Lenders, Mickaël Rigault, Khalid Choukri

CoRR, 2023

A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers.

Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Matthias Kleinert

CoRR, 2023

CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice.

Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Implementing Contextual Biasing in GPU Decoder for Online ASR.

Iuliia Nigmatulina, Srikanth R. Madikeri, Esaú Villatoro-Tello, Petr Motlícek, Juan Zuluaga-Gomez, Karthik Pandia, Aravind Ganapathiraju

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition.

Florian Mai, Juan Zuluaga-Gomez, Titouan Parcollet, Petr Motlícek

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks.

Esaú Villatoro-Tello, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Bidisha Sharma, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Petr Motlícek, Alexei V. Ivanov, Aravind Ganapathiraju

Proceedings of the IEEE International Conference on Acoustics, 2023

End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation.

Juan Pablo Zuluaga-Gomez, Zhaocheng Huang, Xing Niu, Rohit Paturi, Sundararajan Srinivasan, Prashant Mathur, Brian Thompson, Marcello Federico

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator.

Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlícek, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Karel Veselý

CoRR, 2022

ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications.

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

CoRR, 2022

How Does Pre-trained Wav2Vec2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications.

Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Seyyed Saeed Sarfjoo, Petr Motlícek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan

CoRR, 2022

A Survey of Breast Cancer Screening Techniques: Thermography and Electrical Impedance Tomography.

Juan Zuluaga-Gomez, Noureddine Zerhouni, Zeina Al Masry, Christine Devalland, Christophe Varnier

CoRR, 2022

Bertraffic: Bert-Based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications.

Juan Zuluaga-Gomez, Seyyed Saeed Sarfjoo, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Karel Ondrej, Oliver Ohneiser, Hartmut Helmke

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

How Does Pre-Trained Wav2Vec 2.0 Perform on Domain-Shifted Asr? an Extensive Benchmark on Air Traffic Control Communications.

Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Seyyed Saeed Sarfjoo, Petr Motlícek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

A Two-Step Approach to Leverage Contextual Data: Speech Recognition in Air-Traffic Communications.

Iuliia Nigmatulina, Juan Zuluaga-Gomez, Amrutha Prasad, Seyyed Saeed Sarfjoo, Petr Motlícek

Proceedings of the IEEE International Conference on Acoustics, 2022

IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model.

Martin Fajcik, Muskaan Singh, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Pavel Smrz

Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, 2022

IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach.

Sergio Burdisso, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Martin Fajcik, Muskaan Singh, Pavel Smrz, Petr Motlícek

Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, 2022

2021

BERTraffic: A Robust BERT-Based Approach for Speaker Change Detection and Role Identification of Air-Traffic Communications.

Juan Zuluaga-Gomez, Seyyed Saeed Sarfjoo, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Oliver Ohneiser, Hartmut Helmke

CoRR, 2021

Grammar Based Identification Of Speaker Role For Improving ATCO And Pilot ASR.

Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlícek, Oliver Ohneiser, Hartmut Helmke, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina

CoRR, 2021

Improving callsign recognition with air-surveillance data in air-traffic communication.

Iuliia Nigmatulina, Rudolf A. Braun, Juan Zuluaga-Gomez, Petr Motlícek

CoRR, 2021

A CNN-based methodology for breast cancer diagnosis using thermal images.

Juan Zuluaga-Gomez, Zeina Al Masry, Khaled Benaggoune, Safa Meraghni, Nourredine Zerhouni

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021

Contextual Semi-Supervised Learning: An Approach to Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems.

Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlícek, Karel Veselý, Martin Kocour, Igor Szöke

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition.

Martin Kocour, Karel Veselý, Alexander Blatt, Juan Zuluaga-Gomez, Igor Szöke, Jan Cernocký, Dietrich Klakow, Petr Motlícek

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

Pkwrap: a PyTorch Package for LF-MMI Training of Acoustic Models.

Srikanth R. Madikeri, Sibo Tong, Juan Zuluaga-Gomez, Apoorv Vyas, Petr Motlícek, Hervé Bourlard

CoRR, 2020

Automatic Speech Recognition Benchmark for Air-Traffic Communications.

Juan Zuluaga-Gomez, Petr Motlícek, Qingran Zhan, Karel Veselý, Rudolf A. Braun

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020