Title
Distilling an End-to-End Voice Assistant Without Instruction Training Data William B. Held Ella Li Michael Joseph Ryan Weiyan Shi Yanzhe Zhang Diyi Yang AuLLM 36 8 0 03 Oct 2024
Retrieval Augmented Correction of Named Entity Speech Recognition Errors Ernest Pusateri Anmol Walia Anirudh Kashi Bortik Bandyopadhyay Nadia Hyder Sayantan Mahinder R. Anantha Daben Liu Sashank Gondala RALM 3DV 26 2 0 09 Sep 2024
Investigating Low-Cost LLM Annotation for~Spoken Dialogue Understanding Datasets Lucas Druart Valentin Vielzeuf Yannick Esteve 28 0 0 19 Jun 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 29 0 0 12 Jun 2024
Multimodal Contextualized Semantic Parsing from Speech Jordan Voas Raymond Mooney David Harwath 40 0 0 10 Jun 2024
Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis Jianqiao Lu Wenyong Huang Nianzu Zheng Xingshan Zeng Y. Yeung Xiao Chen SyDa 17 1 0 09 Oct 2023
UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions Siddhant Arora Hayato Futami Jee-weon Jung Yifan Peng Roshan S. Sharma Yosuke Kashiwagi E. Tsunoo Karen Livescu Shinji Watanabe ELM 19 7 0 04 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 21 8 0 26 Sep 2023
Augmenting text for spoken language understanding with Large Language Models Roshan Sharma Suyoun Kim Daniel Lazar Trang Le Akshat Shrivastava Kwanghoon Ahn Piyush Kansal Leda Sari Ozlem Kalinli Michael Seltzer 23 2 0 17 Sep 2023
Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech Recognition E. Tsunoo Hayato Futami Yosuke Kashiwagi Siddhant Arora Shinji Watanabe 22 4 0 24 Jul 2023
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding Suyoun Kim Akshat Shrivastava Duc Le Ju Lin Ozlem Kalinli M. Seltzer AuLLM 25 2 0 22 Jul 2023
Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding Siddhant Arora Hayato Futami Yosuke Kashiwagi E. Tsunoo Brian Yan Shinji Watanabe 13 4 0 20 Jul 2023
Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target Guanyong Wu Guan-Ting Lin Shang-Wen Li Hung-yi Lee 13 5 0 29 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 19 17 0 18 May 2023
Improving End-to-End SLU performance with Prosodic Attention and Distillation Shangeth Rajaa 19 2 0 14 May 2023
A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge Siddhant Arora Hayato Futami Shih-Lun Wu Jessica Huynh Yifan Peng Yosuke Kashiwagi E. Tsunoo Brian Yan Shinji Watanabe 27 8 0 02 May 2023
The Pipeline System of ASR and NLU with MLM-based Data Augmentation toward STOP Low-resource Challenge Hayato Futami Jessica Huynh Siddhant Arora Shih-Lun Wu Yosuke Kashiwagi Yifan Peng Brian Yan E. Tsunoo Shinji Watanabe 20 4 0 02 May 2023
Skit-S2I: An Indian Accented Speech to Intent dataset Shangeth Rajaa Swaraj Dalmia Kumarmanas Nethil 13 5 0 26 Dec 2022
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 Yu Wu Hung-yi Lee Karen Livescu Shinji Watanabe ELM 19 32 0 20 Dec 2022
Deliberation Model for On-Device Spoken Language Understanding Duc Le Akshat Shrivastava Paden Tomasello Suyoun Kim Aleksandr Livshits Ozlem Kalinli M. Seltzer AuLLM 19 12 0 04 Apr 2022