How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications

31 March 2022

Papers citing "How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications"

24 / 24 papers shown

Title
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 25 0 0 19 Oct 2024
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper Iuliia Thorbecke Juan Zuluaga-Gomez Esaú Villatoro-Tello Shashi Kumar Pradeep Rangappa Sergio Burdisso P. Motlícek Karthik Pandia A. Ganapathiraju 21 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 23 1 0 17 Jul 2024
Keyword-Guided Adaptation of Automatic Speech Recognition Aviv Shamsian Aviv Navon Neta Glazer Gill Hetz Joseph Keshet 20 1 0 04 Jun 2024
Automatic Speech Recognition (ASR) for the Diagnosis of pronunciation of Speech Sound Disorders in Korean children 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 14 1 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 12 3 0 17 Oct 2023
EFFUSE: Efficient Self-Supervised Feature Fusion for E2E ASR in Low Resource and Multilingual Scenarios Tejes Srivastava Jiatong Shi William Chen Shinji Watanabe 32 1 0 05 Oct 2023
Implementing contextual biasing in GPU decoder for online ASR Iuliia Nigmatulina S. Madikeri Esaú Villatoro-Tello P. Motlícek Juan Pablo Zuluaga Karthik Pandia A. Ganapathiraju AI4CE 16 2 0 23 Jun 2023
Some voices are too common: Building fair speech recognition systems using the Common Voice dataset Lucas Maison Yannick Esteve 21 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 13 2 0 02 May 2023
Political corpus creation through automatic speech recognition on EU debates Hugo De Vos Suzan Verberne 20 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 21 21 0 16 Apr 2023
Improving Accented Speech Recognition with Multi-Domain Training Lucas Maison Yannick Esteve 13 7 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 43 14 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 23 3 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 22 23 0 08 Nov 2022
Global Performance Disparities Between English-Language Accents in Automatic Speech Recognition Alex DiChristofano Henry Shuster Shefali Chandra Neal Patwari 6 2 0 01 Aug 2022
A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition Qiu-shi Zhu Jie M. Zhang Zi-qiang Zhang Ming Wu Xin Fang Lirong Dai 115 39 0 22 Jan 2022
Multi-Variant Consistency based Self-supervised Learning for Robust Automatic Speech Recognition Changfeng Gao Gaofeng Cheng Pengyuan Zhang 25 4 0 23 Dec 2021
ASR4REAL: An extended benchmark for speech models M. Rivière Jade Copet Gabriel Synnaeve AuLLM 39 15 0 16 Oct 2021
Don't speak too fast: The impact of data bias on self-supervised speech models Yen Meng Yi-Hui Chou Andy T. Liu Hung-yi Lee 34 24 0 15 Oct 2021
BERTraffic: BERT-based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications Juan Pablo Zuluaga Seyyed Saeed Sarfjoo Amrutha Prasad Iuliia Nigmatulina P. Motlícek Karel Ondrej Oliver Ohneiser H. Helmke 39 17 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 17 6 0 27 Aug 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 38 8 0 05 Jun 2021