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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...
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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...
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05/29/2023
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition
State-of-the-art ASR systems have achieved promising results by modeling...
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05/04/2023
Breast Cancer Diagnosis Using Machine Learning Techniques
Breast cancer is one of the most threatening diseases in women's life; t...
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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...
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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...
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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...
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12/14/2022
Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator
This paper describes a simple yet efficient repetition-based modular sys...
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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...
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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...
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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 ...
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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...
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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...
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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...
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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...
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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...
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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...
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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...
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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...
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06/18/2020
Automatic Speech Recognition Benchmark for Air-Traffic Communications
Advances in Automatic Speech Recognition (ASR) over the last decade open...
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10/30/2019