Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension

1 April 2018

Papers citing "Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension"

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Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning Giuseppe Attanasio Sonal Sannigrahi Ben Peters André F. T. Martins AuLLM 28 0 0 20 Jun 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs Wenyu Zhang Yingxu He Geyu Lin Zhuohan Liu Shuo Sun ... Jeremy H.M Wong Qiongqiong Wang Hardik B. Sailor Nancy F. Chen Ai Ti Aw AuLLM 32 0 0 07 Jun 2025
SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant Yixuan Hou Heyang Liu Yuhao Wang Ziyang Cheng Ronghua Wu Qunshan Gu Yanfeng Wang Yu Wang AuLLM 42 0 0 03 Jun 2025
Spoken question answering for visual queries Nimrod Shabtay Zvi Kons Avihu Dekel Hagai Aronowitz R. Hoory Assaf Arbelle 63 0 0 29 May 2025
SpokenNativQA: Multilingual Everyday Spoken Queries for LLMs Firoj Alam Md. Arid Hasan Shammur A. Chowdhury 69 0 0 25 May 2025
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models Yiming Gao Bin Wang Chengwei Wei Shuo Sun AiTi Aw MLLM AuLLM 46 0 0 22 May 2025
KIT's Offline Speech Translation and Instruction Following Submission for IWSLT 2025 Sai Koneru Maike Züfle Thai-Binh Nguyen Seymanur Akti Jan Niehues Alexander Waibel 100 0 0 19 May 2025
Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models Heeseung Kim Che Hyun Lee Sangkwon Park Jiheum Yeom Nohil Park Sangwon Yu Sungroh Yoon 130 1 0 27 Feb 2025
NUTSHELL: A Dataset for Abstract Generation from Scientific Talks Maike Züfle Sara Papi Beatrice Savoldi Marco Gaido L. Bentivogli Jan Niehues 86 2 0 24 Feb 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 351 7 0 12 Feb 2025
The Role of Prosody in Spoken Question Answering Jie Chi Maureen de Seyssel Natalie Schluter 102 0 0 08 Feb 2025
SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words Junyi Ao Yuancheng Wang Xiaohai Tian Dekun Chen Jing Zhang Lu Lu Yansen Wang Haizhou Li Zhikai Wu AuLLM 177 25 0 17 Jan 2025
A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering Georgios Sidiropoulos Evangelos Kanoulas RALM 68 0 0 20 Sep 2024
Enhancing Low-Resource Language and Instruction Following Capabilities of Audio Language Models Potsawee Manakul Guangzhi Sun Warit Sirichotedumrong Kasima Tharnpipitchai Kunat Pipatanakul AuLLM 122 7 0 17 Sep 2024
MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders Wentao Zhang Shuo Sun Bin Wang Xunlong Zou Zhuohan Liu Yingxu He Geyu Lin Nancy F. Chen Ai Ti Aw AuLLM 121 1 0 10 Sep 2024
Surprisingly Fragile: Assessing and Addressing Prompt Instability in Multimodal Foundation Models Ian Stewart Sameera Horawalavithana Brendan Kennedy Sai Munikoti Karl Pazdernik AAML 66 2 0 26 Aug 2024
On the Evaluation of Speech Foundation Models for Spoken Language Understanding Siddhant Arora Ankita Pasad Chung-Ming Chien Jionghao Han Roshan S. Sharma ... William Chen Suwon Shon Hung-yi Lee Karen Livescu Shinji Watanabe ELM 87 6 0 14 Jun 2024
Multi-Modal Retrieval For Large Language Model Based Speech Recognition J. Kolehmainen Aditya Gourav Prashanth Gurunath Shivakumar Yile Gu Ankur Gandhe Ariya Rastrow Grant P. Strimel I. Bulyko 90 5 0 13 Jun 2024
Zero-Shot End-To-End Spoken Question Answering In Medical Domain Yanis Labrak Adel Moumen Richard Dufour Mickael Rouvier ELM LM&MA MedIm 74 1 0 09 Jun 2024
VlogQA: Task, Dataset, and Baseline Models for Vietnamese Spoken-Based Machine Reading Comprehension Thinh P. Ngo Khoa Tran Anh Dang Son T. Luu Kiet Van Nguyen Ngan Luu-Thuy Nguyen 134 0 0 05 Feb 2024
SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering Chyi-Jiunn Lin Guan-Ting Lin Yung-Sung Chuang Wei-Lun Wu Shang-Wen Li Abdelrahman Mohamed Hung-yi Lee Lin-shan Lee RALM 69 5 0 24 Jan 2024
Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks Kevin Everson Yile Gu Huck Yang Prashanth Gurunath Shivakumar Guan-Ting Lin ... Shalini Ghosh Wael Hamza Hung-yi Lee Ariya Rastrow A. Stolcke 70 6 0 05 Jan 2024
GSQA: An End-to-End Model for Generative Spoken Question Answering Min-Han Shih Ho-Lam Chung Yu-Chi Pai Ming-Hao Hsu Guan-Ting Lin Shang-Wen Li Hung-yi Lee ELM AuLLM 86 2 0 15 Dec 2023
LibriSQA: A Novel Dataset and Framework for Spoken Question Answering with Large Language Models Zihan Zhao Yiyang Jiang Heyang Liu Yanfeng Wang Yu Wang 80 4 0 20 Aug 2023
When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants Anuj Diwan Eunsol Choi David Harwath 81 0 0 14 Jun 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation Mutian He Philip N. Garner 100 4 0 16 May 2023
MeeQA: Natural Questions in Meeting Transcripts Reut Apel Tom Braude Amir Kantor Eyal Kolman RALM 59 2 0 15 May 2023
HeySQuAD: A Spoken Question Answering Dataset Yijing Wu Sai Krishna Rallabandi R. Srinivasamurthy Parag Dakle Alolika Gon Preethi Raghavan 103 6 0 26 Apr 2023
A Mixed-Methods Approach to Understanding User Trust after Voice Assistant Failures Amanda Baughan Allison Mercurio Ariel Liu Xuezhi Wang Jilin Chen Xiao Ma 76 15 0 01 Mar 2023
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks Suwon Shon Siddhant Arora Chyi-Jiunn Lin Ankita Pasad Felix Wu Roshan S. Sharma Wei Wu Hung-yi Lee Karen Livescu Shinji Watanabe ELM 80 33 0 20 Dec 2022
Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task Shailaja Keyur Sampat Pratyay Banerjee Yezhou Yang Chitta Baral 108 2 0 07 Dec 2022
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question Answering Georgios Sidiropoulos Svitlana Vakulenko Evangelos Kanoulas RALM 112 8 0 26 Sep 2022
Video-Guided Curriculum Learning for Spoken Video Grounding Yan Xia Zhou Zhao Shangwei Ye Yang Zhao Haoyuan Li Yi Ren 77 11 0 01 Sep 2022
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model Chenyu You Nuo Chen Fenglin Liu Shen Ge Xian Wu Yuexian Zou AuLLM 63 44 0 29 Apr 2022
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification Georgios P. Spithourakis Ivan Vulić M. Lis I. Casanueva Paweł Budzianowski 61 5 0 28 Apr 2022
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering Guan-Ting Lin Yung-Sung Chuang Ho-Lam Chung Shu-Wen Yang Hsuan-Jui Chen Shuyan Dong Shang-Wen Li Abdel-rahman Mohamed Hung-yi Lee Lin-Shan Lee 123 22 0 09 Mar 2022
Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systems Manaal Faruqui Dilek Z. Hakkani-Tür 90 22 0 10 Dec 2021
SD-QA: Spoken Dialectal Question Answering for the Real World Fahim Faisal Sharlina Keshava ibn Alam Antonios Anastasopoulos 147 32 0 24 Sep 2021
M5Product: Self-harmonized Contrastive Learning for E-commercial Multi-modal Pretraining Xiao Dong Xunlin Zhan Yangxin Wu Yunchao Wei Michael C. Kampffmeyer Xiaoyong Wei Minlong Lu Yaowei Wang Xiaodan Liang 116 38 0 09 Sep 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering Chenyu You Nuo Chen Yuexian Zou SSL 102 64 0 08 Sep 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 135 168 0 27 Jul 2021
An Initial Investigation of Non-Native Spoken Question-Answering V. Raina Mark Gales 66 1 0 09 Jul 2021
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Aditya Gupta Jiacheng Xu Shyam Upadhyay Diyi Yang Manaal Faruqui 90 33 0 08 Jun 2021
Self-supervised Dialogue Learning for Spoken Conversational Question Answering Nuo Chen Chenyu You Yuexian Zou SSL 87 34 0 04 Jun 2021
NoiseQA: Challenge Set Evaluation for User-Centric Question Answering Abhilasha Ravichander Siddharth Dalmia Maria Ryskina Florian Metze Eduard H. Hovy A. Black ELM 59 32 0 16 Feb 2021
Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding Seongbin Kim Gyuwan Kim Seongjin Shin Sangmin Lee VLM 59 20 0 25 Oct 2020
Knowledge Distillation for Improved Accuracy in Spoken Question Answering Chenyu You Nuo Chen Yuexian Zou 108 52 0 21 Oct 2020
Contextualized Attention-based Knowledge Transfer for Spoken Conversational Question Answering Chenyu You Nuo Chen Yuexian Zou 105 38 0 21 Oct 2020
Towards Data Distillation for End-to-end Spoken Conversational Question Answering Chenyu You Nuo Chen Fenglin Liu Dongchao Yang Yuexian Zou 77 48 0 18 Oct 2020
WER we are and WER we think we are Piotr Szymañski Piotr Żelasko Mikolaj Morzy Adrian Szymczak Marzena Zyla-Hoppe Joanna Banaszczak Lukasz Augustyniak Jan Mizgajski Yishay Carmiel 71 46 0 07 Oct 2020