Juan Zuluaga-Gomez

42 papers A 6Misc 4Journal 28Unranked 4

Year	Rank	Type	Title / Venue / Authors
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	Misc	`conf`	XLSR-Transducer: Streaming ASR for Self-Supervised Pretrained Models. ICASSP Shashi Kumar, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Iuliia Thorbecke, Petr Motlícek, Manjunath K. E, 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	J	`jnl`	LM-assisted keyword biasing with Aho-Corasick algorithm for Transducer-based ASR. CoRR Iuliia Thorbecke, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Andrés Carofilis, Shashi Kumar, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju
2024	J	`jnl`	Open-Source Conversational AI with SpeechBrain 1.0. CoRR 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
2024	J	`jnl`	Open-Source Conversational AI with SpeechBrain 1.0. J. Mach. Learn. Res. 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, Ha Nguyen, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
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	J	`jnl`	A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers. CoRR Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Matthias Kleinert
2023	J	`jnl`	Breast Cancer Diagnosis Using Machine Learning Techniques. CoRR Juan Zuluaga-Gomez
2023	A	`conf`	CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice. INTERSPEECH Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan
2023	J	`jnl`	CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice. CoRR Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan
2023	Misc	`conf`	Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks. ICASSP Esaú Villatoro-Tello, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Bidisha Sharma, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Petr Motlícek, Alexei V. Ivanov, Aravind Ganapathiraju
2023	J	`jnl`	End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation. CoRR Juan Zuluaga-Gomez, Zhaocheng Huang, Xing Niu, Rohit Paturi, Sundararajan Srinivasan, Prashant Mathur, Brian Thompson, Marcello Federico
2023	A	`conf`	HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. INTERSPEECH Florian Mai, Juan Zuluaga-Gomez, Titouan Parcollet, Petr Motlícek
2023	J	`jnl`	HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. CoRR Florian Mai, Juan Zuluaga-Gomez, Titouan Parcollet, Petr Motlícek
2023	A	`conf`	Implementing Contextual Biasing in GPU Decoder for Online ASR. INTERSPEECH Iuliia Nigmatulina, Srikanth R. Madikeri, Esaú Villatoro-Tello, Petr Motlícek, Juan Zuluaga-Gomez, Karthik Pandia, Aravind Ganapathiraju
2023	J	`jnl`	Implementing contextual biasing in GPU decoder for online ASR. CoRR Iuliia Nigmatulina, Srikanth R. Madikeri, Esaú Villatoro-Tello, Petr Motlícek, Juan Zuluaga-Gomez, Karthik Pandia, Aravind Ganapathiraju
2023	J	`jnl`	Lessons Learned in ATCO2: 5000 hours of Air Traffic Control Communications for Robust Automatic Speech Recognition and Understanding. CoRR Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlícek, Driss Khalil, Srikanth R. Madikeri, Allan Tart, Igor Szöke, Vincent Lenders, Mickaël Rigault, Khalid Choukri
2022	J	`jnl`	A Survey of Breast Cancer Screening Techniques: Thermography and Electrical Impedance Tomography. CoRR Juan Zuluaga-Gomez, Noureddine Zerhouni, Zeina Al Masry, Christine Devalland, Christophe Varnier
2022	Misc	`conf`	A Two-Step Approach to Leverage Contextual Data: Speech Recognition in Air-Traffic Communications. ICASSP Iuliia Nigmatulina, Juan Zuluaga-Gomez, Amrutha Prasad, Seyyed Saeed Sarfjoo, Petr Motlícek
2022	J	`jnl`	A two-step approach to leverage contextual data: speech recognition in air-traffic communications. CoRR Iuliia Nigmatulina, Juan Zuluaga-Gomez, Amrutha Prasad, Seyyed Saeed Sarfjoo, Petr Motlícek
2022	J	`jnl`	ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications. CoRR 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
2022	—	`conf`	Bertraffic: Bert-Based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications. SLT Juan Zuluaga-Gomez, Seyyed Saeed Sarfjoo, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Karel Ondrej, Oliver Ohneiser, Hartmut Helmke
2022	J	`jnl`	Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks. CoRR Esaú Villatoro-Tello, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Bidisha Sharma, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Petr Motlícek, Alexei V. Ivanov, Aravind Ganapathiraju
2022	—	`conf`	How Does Pre-Trained Wav2Vec 2.0 Perform on Domain-Shifted Asr? an Extensive Benchmark on Air Traffic Control Communications. SLT Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Seyyed Saeed Sarfjoo, Petr Motlícek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan
2022	J	`jnl`	How Does Pre-trained Wav2Vec2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications. CoRR Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Seyyed Saeed Sarfjoo, Petr Motlícek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan
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	J	`jnl`	Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator. CoRR Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlícek, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Karel Veselý
2021	J	`jnl`	A CNN-based methodology for breast cancer diagnosis using thermal images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Juan Zuluaga-Gomez, Zeina Al Masry, Khaled Benaggoune, Safa Meraghni, Nourredine Zerhouni
2021	J	`jnl`	BERTraffic: A Robust BERT-Based Approach for Speaker Change Detection and Role Identification of Air-Traffic Communications. CoRR Juan Zuluaga-Gomez, Seyyed Saeed Sarfjoo, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Oliver Ohneiser, Hartmut Helmke
2021	A	`conf`	Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition. Interspeech Martin Kocour, Karel Veselý, Alexander Blatt, Juan Zuluaga-Gomez, Igor Szöke, Jan Cernocký, Dietrich Klakow, Petr Motlícek
2021	J	`jnl`	Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems. CoRR Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlícek, Karel Veselý, Martin Kocour, Igor Szöke
2021	A	`conf`	Contextual Semi-Supervised Learning: An Approach to Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems. Interspeech Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlícek, Karel Veselý, Martin Kocour, Igor Szöke
2021	J	`jnl`	Grammar Based Identification Of Speaker Role For Improving ATCO And Pilot ASR. CoRR Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlícek, Oliver Ohneiser, Hartmut Helmke, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina
2021	J	`jnl`	Improving callsign recognition with air-surveillance data in air-traffic communication. CoRR Iuliia Nigmatulina, Rudolf A. Braun, Juan Zuluaga-Gomez, Petr Motlícek
2020	A	`conf`	Automatic Speech Recognition Benchmark for Air-Traffic Communications. INTERSPEECH Juan Zuluaga-Gomez, Petr Motlícek, Qingran Zhan, Karel Veselý, Rudolf A. Braun
2020	J	`jnl`	Automatic Speech Recognition Benchmark for Air-Traffic Communications. CoRR Juan Zuluaga-Gomez, Petr Motlícek, Qingran Zhan, Karel Veselý, Rudolf A. Braun
2020	J	`jnl`	Pkwrap: a PyTorch Package for LF-MMI Training of Acoustic Models. CoRR Srikanth R. Madikeri, Sibo Tong, Juan Zuluaga-Gomez, Apoorv Vyas, Petr Motlícek, Hervé Bourlard
2019	J	`jnl`	A CNN-based methodology for breast cancer diagnosis using thermal images. CoRR Juan Zuluaga-Gomez, Zeina Al Masry, Khaled Benaggoune, Safa Meraghni, Noureddine Zerhouni