SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks

20 December 2022

Papers citing "SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks"

28 / 28 papers shown

Title
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 82 1 0 10 Sep 2024
Sentiment Reasoning for Healthcare Khai-Nguyen Nguyen Khai Le-Duc Bach Phan Tat Duy Le Jerry Ngo Long Vo-Dang LRM 74 0 0 24 Jul 2024
Medical Spoken Named Entity Recognition Khai-Nguyen Nguyen David Thulke Hung-Phong Tran Long Vo-Dang Khai Le-Duc Truong-Son Hy Ralf Schluter 66 0 0 19 Jun 2024
MelHuBERT: A simplified HuBERT on Mel spectrograms Tzu-Quan Lin Hung-yi Lee Hao Tang SSL 61 15 0 17 Nov 2022
Two-Pass Low Latency End-to-End Spoken Language Understanding Siddhant Arora Siddharth Dalmia Xuankai Chang Brian Yan A. Black Shinji Watanabe VLM 63 19 0 14 Jul 2022
Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages Felix Wu Kwangyoun Kim Shinji Watanabe Kyu Jeong Han Ryan T. McDonald Kilian Q. Weinberger Yoav Artzi SyDa 69 38 0 02 May 2022
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu Michael Auli SSL VLM ViT 87 845 0 07 Feb 2022
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech Suwon Shon Ankita Pasad Felix Wu Pablo Brusco Yoav Artzi Karen Livescu Kyu Jeong Han AuLLM ELM 69 75 0 19 Nov 2021
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 201 1,794 0 26 Oct 2021
ASR-GLUE: A New Multi-task Benchmark for ASR-Robust Natural Language Understanding Lingyun Feng Jianwei Yu Deng Cai Songxiang Liu Haitao Zheng Yan Wang ELM 108 14 0 30 Aug 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 141 2,879 0 14 Jun 2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech Solène Evain H. Nguyen Hang Le Marcely Zanon Boito Salima Mdhaffar ... François Portet Solange Rossato Fabien Ringeval D. Schwab Laurent Besacier SSL 56 70 0 23 Apr 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation Changhan Wang M. Rivière Ann Lee Anne Wu Chaitanya Talnikar Daniel Haziza Mary Williamson J. Pino Emmanuel Dupoux SSL 76 477 0 02 Jan 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 189 4,209 0 01 Jan 2021
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 210 5,734 0 20 Jun 2020
End-to-end Named Entity Recognition from English Speech Hemant Yadav Sreyan Ghosh Yi Yu R. Shah 54 56 0 22 May 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 109 3,996 0 10 Apr 2020
Recent Advances in End-to-End Spoken Language Understanding N. Tomashenko Antoine Caubrière Yannick Esteve Antoine Laurent Emmanuel Morin 55 29 0 29 Sep 2019
NeMo: a toolkit for building AI applications using Neural Modules Oleksii Kuchaiev Jason Chun Lok Li Huyen Nguyen Oleksii Hrinchuk Ryan Leary ... Jack Cook P. Castonguay Mariya Popova Jocelyn Huang Jonathan M. Cohen 230 300 0 14 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 906 11,979 0 27 Aug 2019
Speech Model Pre-training for End-to-End Spoken Language Understanding Loren Lugosch Mirco Ravanelli Patrick Ignoto Vikrant Singh Tomar Yoshua Bengio SyDa AuLLM 63 349 0 07 Apr 2019
Audio De-identification: A New Entity Recognition Task Ido Cohn Itay Laish Genady Beryozkin Gang Li Izhak Shafran Idan Szpektor Tzvika Hartman Avinatan Hassidim Yossi Matias 34 29 0 17 Mar 2019
Benchmarking Natural Language Understanding Services for building Conversational Agents Xingkun Liu Arash Eshghi P. Swietojanski Verena Rieser ELM 46 257 0 13 Mar 2019
How2: A Large-scale Dataset for Multimodal Language Understanding Ramon Sanabria Ozan Caglayan Shruti Palaskar Desmond Elliott Loïc Barrault Lucia Specia Florian Metze VGen MLLM 72 287 0 01 Nov 2018
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 96 1,197 0 21 Aug 2018
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces A. Coucke Alaa Saade Adrien Ball Théodore Bluche A. Caulier ... Thibault Gisselbrecht F. Caltagirone Thibaut Lavril Maël Primet Joseph Dureau SyDa 110 819 0 25 May 2018
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 190 2,610 0 09 May 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 186 8,067 0 16 Jun 2016