Juan Zuluaga-Gomez

Orcid: 0000-0002-6947-2706

According to our database1, Juan Zuluaga-Gomez authored at least 25 papers between 2020 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
Implementing contextual biasing in GPU decoder for online ASR.
CoRR, 2023

CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice.
CoRR, 2023

HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition.
CoRR, 2023

Breast Cancer Diagnosis Using Machine Learning Techniques.
CoRR, 2023

Lessons Learned in ATCO2: 5000 hours of Air Traffic Control Communications for Robust Automatic Speech Recognition and Understanding.
CoRR, 2023

A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers.
CoRR, 2023

Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks.
Proceedings of the IEEE International Conference on Acoustics, 2023

End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator.
CoRR, 2022

ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications.
CoRR, 2022

How Does Pre-trained Wav2Vec2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications.
CoRR, 2022

A Survey of Breast Cancer Screening Techniques: Thermography and Electrical Impedance Tomography.
CoRR, 2022

Bertraffic: Bert-Based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications.
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.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022

A Two-Step Approach to Leverage Contextual Data: Speech Recognition in Air-Traffic Communications.
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.
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.
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.
CoRR, 2021

Grammar Based Identification Of Speaker Role For Improving ATCO And Pilot ASR.
CoRR, 2021

Improving callsign recognition with air-surveillance data in air-traffic communication.
CoRR, 2021

A CNN-based methodology for breast cancer diagnosis using thermal images.
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.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

2020
Pkwrap: a PyTorch Package for LF-MMI Training of Acoustic Models.
CoRR, 2020

Automatic Speech Recognition Benchmark for Air-Traffic Communications.
Proceedings of the Interspeech 2020, 2020


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