SLURP: A Spoken Language Understanding Resource Package

26 November 2020

Papers citing "SLURP: A Spoken Language Understanding Resource Package"

50 / 55 papers shown

Title
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Lei Shen Xiaoyu Shen 61 0 0 25 Apr 2025
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning Prabhat Pandey R. Swaminathan K V Vijay Girish Arunasish Sen Jian Xie Grant P. Strimel Andreas Schwarz 182 0 0 12 Apr 2025
Privacy-Preserving Edge Speech Understanding with Tiny Foundation Models A. Benazir Felix Xiaozhu Lin 47 0 0 29 Jan 2025
Automatic Labelling with Open-source LLMs using Dynamic Label Schema Integration Thomas Walshe S. Moon Chunyang Xiao Yawwani Gunawardana Fran Silavong 47 2 0 21 Jan 2025
Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding Jiaxi Hu Zuchao Li Mengjia Shen Haojun Ai Sheng Li Jun Zhang 41 0 0 20 Jan 2025
Improving Semantic Understanding in Speech Language Models via Brain-tuning Omer Moussa Dietrich Klakow Mariya Toneva 52 4 0 11 Oct 2024
Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity Mutian He Philip N. Garner 82 0 0 09 Oct 2024
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling Shengpeng Ji Ziyue Jiang Xize Cheng Yifu Chen Minghui Fang ... Rongjie Huang Yidi Jiang Qian Chen Zhou Zhao Zhou Zhao VLM 60 34 0 29 Aug 2024
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond Beomseok Lee Ioan Calapodescu Marco Gaido Matteo Negri Laurent Besacier AuLLM 39 3 0 07 Aug 2024
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding Trang Le Daniel Lazar Suyoun Kim Shan Jiang Duc Le Adithya Sagar Aleksandr Livshits Ahmed Aly Akshat Shrivastava 43 0 0 12 Jun 2024
Bayesian WeakS-to-Strong from Text Classification to Generation Ziyun Cui Ziyang Zhang Wen Wu Wen Wu Chao Zhang 39 2 0 24 May 2024
SpeechVerse: A Large-scale Generalizable Audio Language Model Nilaksh Das Saket Dingliwal S. Ronanki Rohit Paturi David Huang ... Monica Sunkara S. Srinivasan Kyu J. Han Katrin Kirchhoff Katrin Kirchhoff 41 37 0 14 May 2024
Two-pass Endpoint Detection for Speech Recognition A. Raju Aparna Khare Di He Ilya Sklyar Long Chen ... Zhe Zhang Colin Vaz Venkatesh Ravichandran Roland Maas Ariya Rastrow 36 0 0 17 Jan 2024
CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks Hoang Nguyen Ye Liu Chenwei Zhang Tao Zhang Philip S. Yu LRM 26 13 0 23 Oct 2023
Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search Yingying Gao Shilei Zhang Zihao Cui Chao Deng Junlan Feng 23 0 0 23 Oct 2023
SALMONN: Towards Generic Hearing Abilities for Large Language Models Changli Tang Wenyi Yu Guangzhi Sun Xianzhao Chen Tian Tan Wei Li Lu Lu Zejun Ma Chao Zhang LM&MA AuLLM 39 206 0 20 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
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss R. S. Srinivasa Jaejin Cho Chouchang Yang Yashas Malur Saidutta Ching Hua Lee Yilin Shen Hongxia Jin VLM 36 8 0 26 Sep 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang ... Haitao Zheng Ningyu Zhang Pengjun Xie Fei Huang Yong-jia Jiang LRM 59 16 0 21 Aug 2023
SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding Titouan Parcollet Rogier van Dalen Shucong Zhang S. Bhattacharya 26 6 0 12 Jul 2023
Multimodal Audio-textual Architecture for Robust Spoken Language Understanding Anderson R. Avila Mehdi Rezagholizadeh Chao Xing 18 1 0 12 Jun 2023
NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks Jean-Michel Attendu Jean-Philippe Corbeil 38 15 0 05 Jun 2023
Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target Guanyong Wu Guan-Ting Lin Shang-Wen Li Hung-yi Lee 29 5 0 29 May 2023
Textually Pretrained Speech Language Models Michael Hassid Tal Remez Tu Nguyen Itai Gat Alexis Conneau ... Alexandre Défossez Gabriel Synnaeve Emmanuel Dupoux Roy Schwartz Yossi Adi VLM SyDa 44 53 0 22 May 2023
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training Jianfeng He Julian Salazar Kaisheng Yao Haoqi Li Jason (Jinglun) Cai VLM 15 7 0 22 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 29 17 0 18 May 2023
Generalized Multiple Intent Conditioned Slot Filling Harshil Shah Arthur Wilcke Marius Cobzarenco Cristian C Cobzarenco Edward Challis David Barber 16 0 0 18 May 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation Mutian He Philip N. Garner 44 4 0 16 May 2023
Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition Dima Rekesh Nithin Rao Koluguri Samuel Kriman Somshubra Majumdar Vahid Noroozi ... Oleksii Hrinchuk Krishna Puvvada Ankur Kumar Jagadeesh Balam Boris Ginsburg 50 84 0 08 May 2023
Transcending the "Male Code": Implicit Masculine Biases in NLP Contexts Katie Seaborn Shruti Chandra Thibault Fabre 23 11 0 22 Apr 2023
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations Hainan Xu Fei Jia Somshubra Majumdar Hengguan Huang Shinji Watanabe Boris Ginsburg 27 17 0 13 Apr 2023
Structured Pruning of Self-Supervised Pre-trained Models for Speech Recognition and Understanding Yifan Peng Kwangyoun Kim Felix Wu Prashant Sridhar Shinji Watanabe 27 34 0 27 Feb 2023
Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator Vladimir Bataev Roman Korostik Evgeny Shabalin Vitaly Lavrukhin Boris Ginsburg VLM 36 14 0 27 Feb 2023
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue Nikita Moghe E. Razumovskaia Liane Guillou Ivan Vulić Anna Korhonen Alexandra Birch 40 13 0 20 Dec 2022
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
Improve Text Classification Accuracy with Intent Information Yifeng Xie VLM 24 0 0 15 Dec 2022
Comparative layer-wise analysis of self-supervised speech models Ankita Pasad Bowen Shi Karen Livescu SSL 33 109 0 08 Nov 2022
Bridging Speech and Textual Pre-trained Models with Unsupervised ASR Jiatong Shi Chan-Jan Hsu Ho-Lam Chung Dongji Gao Leibny Paola García-Perera Shinji Watanabe Ann Lee Hung-yi Lee 32 12 0 06 Nov 2022
End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator Guangzhi Sun C. Zhang P. Woodland 30 8 0 29 Oct 2022
Risk-graded Safety for Handling Medical Queries in Conversational AI Gavin Abercrombie Verena Rieser AI4MH 38 11 0 02 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 61 105 0 30 Sep 2022
Two-Pass Low Latency End-to-End Spoken Language Understanding Siddhant Arora Siddharth Dalmia Xuankai Chang Brian Yan A. Black Shinji Watanabe VLM 30 19 0 14 Jul 2022
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding Yifan Peng Siddharth Dalmia Ian Lane Shinji Watanabe 30 143 0 06 Jul 2022
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models Daniel Bermuth Alexander Poeppel W. Reif 26 7 0 29 Jun 2022
STOP: A dataset for Spoken Task Oriented Semantic Parsing Paden Tomasello Akshat Shrivastava Daniel Lazar Po-Chun Hsu Duc Le ... Robin Algayres Tu Nguyen Emmanuel Dupoux Luke Zettlemoyer Abdel-rahman Mohamed 25 35 0 29 Jun 2022
On Building Spoken Language Understanding Systems for Low Resourced Languages Akshat Gupta 25 8 0 25 May 2022
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding Yanfeng Chang Yun-Nung Chen 28 9 0 02 May 2022
WAVPROMPT: Towards Few-Shot Spoken Language Understanding with Frozen Language Models Heting Gao Junrui Ni Kaizhi Qian Yang Zhang Shiyu Chang M. Hasegawa-Johnson VLM 14 31 0 29 Mar 2022
Integrating Text Inputs For Training and Adapting RNN Transducer ASR Models Samuel Thomas Brian Kingsbury G. Saon H. Kuo 36 25 0 26 Feb 2022
On the Use of External Data for Spoken Named Entity Recognition Ankita Pasad Felix Wu Suwon Shon Karen Livescu Kyu Jeong Han 40 16 0 14 Dec 2021