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How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications
Spoken Language Technology Workshop (SLT), 2022
31 March 2022
Juan Pablo Zuluaga
Amrutha Prasad
Iuliia Nigmatulina
Seyyed Saeed Sarfjoo
P. Motlícek
Matthias Kleinert
H. Helmke
Oliver Ohneiser
Qingran Zhan
Re-assign community
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HuggingFace (1 upvotes)
Papers citing
"How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications"
23 / 23 papers shown
BEST-RQ-Based Self-Supervised Learning for Whisper Domain Adaptation
Raphaël Bagat
Irina Illina
Emmanuel Vincent
84
0
0
28 Oct 2025
In-domain SSL pre-training and streaming ASR
J. Duret
Salima Mdhaffar
G. Laperriere
Ryan Whetten
Audrey Galametz
Catherine Kobus
Marion-Cécile Martin
Jo Oleiwan
Yannick Esteve
115
0
0
15 Sep 2025
End-to-End Transformer-based Automatic Speech Recognition for Northern Kurdish: A Pioneering Approach
Abdulhady Abas Abdullah
Shima Tabibian
H. Veisi
Aso Mahmudi
Tarik A. Rashid
146
5
0
19 Oct 2024
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Iuliia Thorbecke
Juan Zuluaga-Gomez
Esaú Villatoro-Tello
Shashi Kumar
Pradeep Rangappa
Sergio Burdisso
P. Motlícek
Karthik Pandia
A. Ganapathiraju
329
0
0
20 Sep 2024
Pre-Trained Foundation Model representations to uncover Breathing patterns in Speech
Vikramjit Mitra
Anirban Chatterjee
Ke Zhai
Helen Weng
Ayuko Hill
Nicole Hay
Christopher Webb
Jamie Cheng
Erdrin Azemi
110
7
0
17 Jul 2024
Keyword-Guided Adaptation of Automatic Speech Recognition
Aviv Shamsian
Aviv Navon
Neta Glazer
Gill Hetz
Joseph Keshet
234
3
0
04 Jun 2024
Automatic Speech Recognition (ASR) for the Diagnosis of pronunciation of Speech Sound Disorders in Korean children
Clinical Linguistics & Phonetics (Clin Linguist Phon), 2024
Taekyung Ahn
Yeonjung Hong
Younggon Im
Do Hyung Kim
Dayoung Kang
...
Jae Won Kim
Min Jung Kim
Ah-ra Cho
Dae-Hyun Jang
Hosung Nam
169
4
0
13 Mar 2024
Spatial HuBERT: Self-supervised Spatial Speech Representation Learning for a Single Talker from Multi-channel Audio
Antoni Dimitriadis
Siqi Pan
V. Sethu
Beena Ahmed
SSL
201
4
0
17 Oct 2023
EFFUSE: Efficient Self-Supervised Feature Fusion for E2E ASR in Low Resource and Multilingual Scenarios
Interspeech (Interspeech), 2023
Tejes Srivastava
Jiatong Shi
William Chen
Shinji Watanabe
238
2
0
05 Oct 2023
Implementing contextual biasing in GPU decoder for online ASR
Interspeech (Interspeech), 2023
Iuliia Nigmatulina
S. Madikeri
Esaú Villatoro-Tello
P. Motlícek
Juan Pablo Zuluaga
Karthik Pandia
A. Ganapathiraju
AI4CE
184
5
0
23 Jun 2023
Some voices are too common: Building fair speech recognition systems using the Common Voice dataset
Interspeech (Interspeech), 2023
Lucas Maison
Yannick Esteve
291
3
0
01 Jun 2023
Lessons Learned in ATCO2: 5000 hours of Air Traffic Control Communications for Robust Automatic Speech Recognition and Understanding
Juan Pablo Zuluaga
Iuliia Nigmatulina
Amrutha Prasad
P. Motlícek
Driss Khalil
...
Allan Tart
Igor Szöke
Vincent Lenders
M. Rigault
K. Choukri
234
4
0
02 May 2023
Political corpus creation through automatic speech recognition on EU debates
Hugo De Vos
Suzan Verberne
131
2
0
17 Apr 2023
A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers
Juan Pablo Zuluaga
Amrutha Prasad
Iuliia Nigmatulina
P. Motlícek
Matthias Kleinert
221
28
0
16 Apr 2023
Improving Accented Speech Recognition with Multi-Domain Training
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Lucas Maison
Yannick Esteve
186
13
0
14 Mar 2023
Fine-tuning Strategies for Faster Inference using Speech Self-Supervised Models: A Comparative Study
Salah Zaiem
Robin Algayres
Titouan Parcollet
S. Essid
Mirco Ravanelli
285
18
0
12 Mar 2023
Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator
Amrutha Prasad
Juan Pablo Zuluaga
P. Motlícek
Seyyed Saeed Sarfjoo
Iuliia Nigmatulina
Karel Veselý
167
4
0
14 Dec 2022
ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications
Juan Pablo Zuluaga
Karel Veselý
Igor Szöke
Alexander Blatt
P. Motlícek
...
Claudia Cevenini
Pavel Kolcárek
Allan Tart
J. Černocký
Dietrich Klakow
198
32
0
08 Nov 2022
Global Performance Disparities Between English-Language Accents in Automatic Speech Recognition
Alex DiChristofano
Henry Shuster
Shefali Chandra
Neal Patwari
159
6
0
01 Aug 2022
Multi-Variant Consistency based Self-supervised Learning for Robust Automatic Speech Recognition
Changfeng Gao
Gaofeng Cheng
Pengyuan Zhang
256
4
0
23 Dec 2021
BERTraffic: BERT-based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications
Spoken Language Technology Workshop (SLT), 2021
Juan Pablo Zuluaga
Seyyed Saeed Sarfjoo
Amrutha Prasad
Iuliia Nigmatulina
P. Motlícek
Karel Ondrej
Oliver Ohneiser
H. Helmke
321
23
0
12 Oct 2021
Grammar Based Speaker Role Identification for Air Traffic Control Speech Recognition
Amrutha Prasad
Juan Pablo Zuluaga
P. Motlícek
Seyyed Saeed Sarfjoo
Iuliia Nigmatulina
Oliver Ohneiser
H. Helmke
207
8
0
27 Aug 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Yihong Dong
Ying Peng
Muqiao Yang
Songtao Lu
Qingjiang Shi
399
12
0
05 Jun 2021
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