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ORCIDJuan Zuluaga-Gomez
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2020 – today
- 2024
[c15]Iuliia Thorbecke, Juan Pablo Zuluaga-Gomez, Esaú Villatoro-Tello, Shashi Kumar, Pradeep Rangappa, Sergio Burdisso, Petr Motlícek, Karthik S, Aravind Ganapathiraju:
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper. EMNLP (Findings) 2024: 16747-16762- [c14]Shashi Kumar, Srikanth R. Madikeri, Juan Pablo Zuluaga-Gomez, Iuliia Thorbecke, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Karthik S, Aravind Ganapathiraju:
TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR. EMNLP 2024: 20988-20995 - [i26]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 abs/2407.00463 (2024) - [i25]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 abs/2407.04444 (2024) - [i24]Iuliia Thorbecke, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Shashi Kumar, Pradeep Rangappa, Sergio Burdisso, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju:
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper. CoRR abs/2409.13499 (2024) - [i23]Iuliia Thorbecke, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Andrés Carofilis, Shashi Kumar, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju:
LM-assisted keyword biasing with Aho-Corasick algorithm for Transducer-based ASR. CoRR abs/2409.13514 (2024) - 2023
- [c13]Juan Pablo 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. EMNLP 2023: 7255-7274 - [c12]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: 1-5 - [c11]Florian Mai, Juan Zuluaga-Gomez, Titouan Parcollet, Petr Motlícek:
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. INTERSPEECH 2023: 2213-2217 - [c10]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: 4494-4498 - [c9]Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan:
CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice. INTERSPEECH 2023: 5291-5295 - [i22]Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Matthias Kleinert:
A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers. CoRR abs/2304.07842 (2023) - [i21]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 abs/2305.01155 (2023) - [i20]Juan Zuluaga-Gomez:
Breast Cancer Diagnosis Using Machine Learning Techniques. CoRR abs/2305.02482 (2023) - [i19]Florian Mai, Juan Zuluaga-Gomez, Titouan Parcollet, Petr Motlícek:
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. CoRR abs/2305.18281 (2023) - [i18]Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan:
CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice. CoRR abs/2305.18283 (2023) - [i17]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 abs/2306.15685 (2023) - [i16]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 abs/2311.00697 (2023) - 2022
- [c8]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: 61-69 - [c7]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: 70-78 - [c6]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: 6282-6286 - [c5]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: 205-212 - [c4]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: 633-640 - [i15]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 abs/2202.03725 (2022) - [i14]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 abs/2202.03737 (2022) - [i13]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 abs/2203.16822 (2022) - [i12]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 abs/2209.03891 (2022) - [i11]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 abs/2209.03895 (2022) - [i10]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 abs/2211.04054 (2022) - [i9]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 abs/2212.07164 (2022) - [i8]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 abs/2212.08489 (2022) - 2021
- [j1]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): 131-145 (2021) - [c3]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: 3296-3300 - [c2]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: 3301-3305 - [i7]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 abs/2104.03643 (2021) - [i6]Iuliia Nigmatulina, Rudolf A. Braun, Juan Zuluaga-Gomez, Petr Motlícek:
Improving callsign recognition with air-surveillance data in air-traffic communication. CoRR abs/2108.12156 (2021) - [i5]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 abs/2108.12175 (2021) - [i4]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 abs/2110.05781 (2021) - 2020
- [c1]Juan Zuluaga-Gomez, Petr Motlícek, Qingran Zhan, Karel Veselý, Rudolf A. Braun:
Automatic Speech Recognition Benchmark for Air-Traffic Communications. INTERSPEECH 2020: 2297-2301 - [i3]Juan Zuluaga-Gomez, Petr Motlícek, Qingran Zhan, Karel Veselý, Rudolf A. Braun:
Automatic Speech Recognition Benchmark for Air-Traffic Communications. CoRR abs/2006.10304 (2020) - [i2]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 abs/2010.03466 (2020)
2010 – 2019
- 2019
- [i1]Juan Zuluaga-Gomez, Zeina Al Masry, Khaled Benaggoune, Safa Meraghni, Noureddine Zerhouni:
A CNN-based methodology for breast cancer diagnosis using thermal images. CoRR abs/1910.13757 (2019)
Coauthor Index
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