SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech

19 November 2021

Papers citing "SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech"

26 / 26 papers shown

Title
Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection Yassine El Kheir Youness Samih Suraj Maharjan Tim Polzehl Sebastian Möller 73 1 0 05 Feb 2025
Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding J. Hu Zuchao Li Mengjia Shen Haojun Ai Sheng Li Jun Zhang 31 0 0 20 Jan 2025
Medical Spoken Named Entity Recognition Khai Le-Duc David Thulke Hung-Phong Tran Long Vo-Dang Khai-Nguyen Nguyen Truong Son-Hy Ralf Schluter 49 0 0 19 Jun 2024
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding Suwon Shon Kwangyoun Kim Yi-Te Hsu Prashant Sridhar Shinji Watanabe Karen Livescu AuLLM 46 2 0 13 Jun 2024
A Large-Scale Evaluation of Speech Foundation Models Shu-Wen Yang Heng-Jui Chang Zili Huang Andy T. Liu Cheng-I Jeff Lai ... Kushal Lakhotia Shang-Wen Li Abdelrahman Mohamed Shinji Watanabe Hung-yi Lee 38 19 0 15 Apr 2024
Toward Joint Language Modeling for Speech Units and Text Ju-Chieh Chou Chung-Ming Chien Wei-Ning Hsu Karen Livescu Arun Babu Alexis Conneau Alexei Baevski Michael Auli VLM 26 20 0 12 Oct 2023
Leveraging Multilingual Self-Supervised Pretrained Models for Sequence-to-Sequence End-to-End Spoken Language Understanding Pavel Denisov Ngoc Thang Vu 29 1 0 09 Oct 2023
Few-Shot Spoken Language Understanding via Joint Speech-Text Models Chung-Ming Chien Mingjiamei Zhang Ju-Chieh Chou Karen Livescu 31 3 0 09 Oct 2023
Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target Guanyong Wu Guan-Ting Lin Shang-Wen Li Hung-yi Lee 26 5 0 29 May 2023
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data Ziyi Yang Mahmoud Khademi Yichong Xu Reid Pryzant Yuwei Fang ... Yu Shi Lu Yuan Takuya Yoshioka Michael Zeng Xuedong Huang 17 2 0 21 May 2023
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks Yifan Peng Kwangyoun Kim Felix Wu Brian Yan Siddhant Arora William Chen Jiyang Tang Suwon Shon Prashant Sridhar Shinji Watanabe 24 17 0 18 May 2023
E2E Spoken Entity Extraction for Virtual Agents Karan Singla Yeon-Jun Kim S. Bangalore 21 1 0 16 Feb 2023
Context-aware Fine-tuning of Self-supervised Speech Models Suwon Shon Felix Wu Kwangyoun Kim Prashant Sridhar Karen Livescu Shinji Watanabe 27 7 0 16 Dec 2022
Multitask Learning for Low Resource Spoken Language Understanding Quentin Meeus Marie-Francine Moens Hugo Van hamme 16 4 0 24 Nov 2022
Comparative layer-wise analysis of self-supervised speech models Ankita Pasad Bowen Shi Karen Livescu SSL 30 109 0 08 Nov 2022
T5lephone: Bridging Speech and Text Self-supervised Models for Spoken Language Understanding via Phoneme level T5 Chan-Jan Hsu Ho-Lam Chung Hung-yi Lee Yu Tsao 21 6 0 01 Nov 2022
On the Utility of Self-supervised Models for Prosody-related Tasks Guan-Ting Lin Chiyu Feng Wei-Ping Huang Yuan Tseng Tzu-Han Lin Chen An Li Hung-yi Lee Nigel G. Ward 23 47 0 13 Oct 2022
E-Branchformer: Branchformer with Enhanced merging for speech recognition Kwangyoun Kim Felix Wu Yifan Peng Jing Pan Prashant Sridhar Kyu Jeong Han Shinji Watanabe 55 105 0 30 Sep 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 45 37 0 02 May 2022
WaBERT: A Low-resource End-to-end Model for Spoken Language Understanding and Speech-to-BERT Alignment Lin Yao Jianfei Song Rui Xu Yingfang Yang Zijian Chen Yafeng Deng VLM 16 2 0 22 Apr 2022
A Brief Overview of Unsupervised Neural Speech Representation Learning Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin Lars Maaløe Christian Igel BDL AI4TS SSL 19 11 0 01 Mar 2022
On the Use of External Data for Spoken Named Entity Recognition Ankita Pasad Felix Wu Suwon Shon Karen Livescu Kyu Jeong Han 32 16 0 14 Dec 2021
Contrastive Unsupervised Learning for Speech Emotion Recognition Mao Li Bo Yang Joshua Levy A. Stolcke Viktor Rozgic Spyros Matsoukas C. Papayiannis Daniel Bone Chao Wang SSL 28 47 0 12 Feb 2021
Augmentation adversarial training for self-supervised speaker recognition Jaesung Huh Hee-Soo Heo Jingu Kang Shinji Watanabe Joon Son Chung SSL 48 74 0 23 Jul 2020
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 189 288 0 25 Jan 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018