Juan Zuluaga-Gomez | DeepAI

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Srikanth Madikeri
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Iuliia Nigmatulina
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Martin Fajcik
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Herve Bourlard
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Florian Mai
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∙ 06/23/2023

Implementing contextual biasing in GPU decoder for online ASR

GPU decoding significantly accelerates the output of ASR predictions. Wh...

0 Iuliia Nigmatulina, et al. ∙

∙ 05/29/2023

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

Despite the recent advancements in Automatic Speech Recognition (ASR), t...

0 Juan Zuluaga-Gomez, et al. ∙

∙ 05/29/2023

HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition

State-of-the-art ASR systems have achieved promising results by modeling...

29 Florian Mai, et al. ∙

∙ 05/04/2023

Breast Cancer Diagnosis Using Machine Learning Techniques

Breast cancer is one of the most threatening diseases in women's life; t...

0 Juan Zuluaga-Gomez, et al. ∙

∙ 05/02/2023

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

Voice communication between air traffic controllers (ATCos) and pilots i...

0 Juan Zuluaga-Gomez, et al. ∙

∙ 04/16/2023

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

In this paper we propose a novel virtual simulation-pilot engine for spe...

0 Juan Zuluaga-Gomez, et al. ∙

∙ 12/16/2022

Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks

In this paper, we perform an exhaustive evaluation of different represen...

28 Esaú Villatoro-Tello, et al. ∙

∙ 12/14/2022

Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator

This paper describes a simple yet efficient repetition-based modular sys...

0 Amrutha Prasad, et al. ∙

∙ 11/08/2022

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

Personal assistants, automatic speech recognizers and dialogue understan...

0 Juan Zuluaga-Gomez, et al. ∙

∙ 09/08/2022

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

In this paper, we describe our participation in the subtask 1 of CASE-20...

2 Sergio Burdisso, et al. ∙

∙ 09/08/2022

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

In this paper, we describe our shared task submissions for Subtask 2 in ...

10 Martin Fajcik, et al. ∙

∙ 03/31/2022

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

Recent work on self-supervised pre-training focus on leveraging large-sc...

0 Juan Zuluaga-Gomez, et al. ∙

∙ 02/08/2022

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

Breast cancer is a disease that threatens many women's life, thus, early...

25 Juan Zuluaga-Gomez, et al. ∙

∙ 02/08/2022

A two-step approach to leverage contextual data: speech recognition in air-traffic communications

Automatic Speech Recognition (ASR), as the assistance of speech communic...

0 Iuliia Nigmatulina, et al. ∙

∙ 10/12/2021

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

Automatic Speech Recognition (ASR) is gaining special interest in Air Tr...

0 Juan Zuluaga-Gomez, et al. ∙

∙ 08/27/2021

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

Assistant Based Speech Recognition (ABSR) for air traffic control is gen...

0 Amrutha Prasad, et al. ∙

∙ 08/27/2021

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

Automatic Speech Recognition (ASR) can be used as the assistance of spee...

0 Iuliia Nigmatulina, et al. ∙

∙ 04/08/2021

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

Air traffic management and specifically air-traffic control (ATC) rely m...

0 Juan Zuluaga-Gomez, et al. ∙

∙ 10/07/2020

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

We present a simple wrapper that is useful to train acoustic models in P...

0 Srikanth Madikeri, et al. ∙

∙ 06/18/2020

Automatic Speech Recognition Benchmark for Air-Traffic Communications

Advances in Automatic Speech Recognition (ASR) over the last decade open...

0 Juan Zuluaga-Gomez, et al. ∙

∙ 10/30/2019

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

Micro Abstract: A recent study from GLOBOCAN disclosed that during 2018 ...

16 Juan Zuluaga-Gomez, et al. ∙

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