Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting

27 September 2023

Papers citing "Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting"

20 / 20 papers shown

Title
Multi-Domain Audio Question Answering Toward Acoustic Content Reasoning in The DCASE 2025 Challenge Chao-Han Huck Yang Sreyan Ghosh Qing Wang Jaeyeon Kim Hengyi Hong ... Tianyi Zhou Gunhee Kim Jun Du Rafael Valle Bryan Catanzaro 36 0 0 12 May 2025
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Moreno La Quatra Valerio Mario Salerno Yu Tsao Sabato Marco Siniscalchi 94 0 0 22 Jan 2025
Performance evaluation of SLAM-ASR: The Good, the Bad, the Ugly, and the Way Forward Shashi Kumar Iuliia Thorbecke Sergio Burdisso Esaú Villatoro-Tello Marcelo Errecalde Kadri Hacioğlu Pradeep Rangappa P. Motlícek A. Ganapathiraju Andreas Stolcke 55 1 0 06 Nov 2024
Semi-Supervised Cognitive State Classification from Speech with Multi-View Pseudo-Labeling Yuanchao Li Zixing Zhang Jing Han P. Bell Catherine Lai 77 0 0 25 Sep 2024
Revise, Reason, and Recognize: LLM-Based Emotion Recognition via Emotion-Specific Prompts and ASR Error Correction Yuanchao Li Yuan Gong Chao-Han Huck Yang P. Bell Catherine Lai 45 1 0 23 Sep 2024
Chain-of-Thought Prompting for Speech Translation Ke Hu Zhehuai Chen Chao-Han Huck Yang Piotr Żelasko Oleksii Hrinchuk Vitaly Lavrukhin Jagadeesh Balam Boris Ginsburg LRM 39 2 0 17 Sep 2024
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues Kuluhan Binici Abhinav Ramesh Kashyap Viktor Schlegel Andy T. Liu Vijay Prakash Dwivedi Thanh-Tung Nguyen Xiaoxue Gao Nancy F. Chen Stefan Winkler 35 1 0 26 Aug 2024
Recording for Eyes, Not Echoing to Ears: Contextualized Spoken-to-Written Conversion of ASR Transcripts Jiaqing Liu Chong Deng Qinglin Zhang Shilin Zhou Hai Yu Hai Yu Wen Wang 39 0 0 19 Aug 2024
Crossmodal ASR Error Correction with Discrete Speech Units Yuanchao Li Pinzhen Chen Peter Bell Catherine Lai 36 6 0 26 May 2024
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models Yuchen Hu Chen Chen Chengwei Qin Qiushi Zhu E. Chng Ruizhe Li AuLLM KELM 51 5 0 16 May 2024
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition Chen Chen Ruizhe Li Yuchen Hu Sabato Marco Siniscalchi Pin-Yu Chen Ensiong Chng Chao-Han Huck Yang 36 19 0 08 Feb 2024
Large Language Models are Efficient Learners of Noise-Robust Speech Recognition Yuchen Hu Chen Chen Chao-Han Huck Yang Ruizhe Li Chao Zhang Pin-Yu Chen Ensiong Chng 27 20 0 19 Jan 2024
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation Zhehuai Chen He Huang A. Andrusenko Oleksii Hrinchuk Krishna C. Puvvada Jason Chun Lok Li Subhankar Ghosh Jagadeesh Balam Boris Ginsburg LRM 29 49 0 13 Oct 2023
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages Yu Zhang Wei Han James Qin Yongqiang Wang Ankur Bapna ... Pedro J. Moreno Chung-Cheng Chiu J. Schalkwyk Franccoise Beaufays Yonghui Wu VLM 79 253 0 02 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 339 12,003 0 04 Mar 2022
RescoreBERT: Discriminative Speech Recognition Rescoring with BERT Liyan Xu Yile Gu J. Kolehmainen Haidar Khan Ankur Gandhe Ariya Rastrow A. Stolcke I. Bulyko 39 45 0 02 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 395 8,559 0 28 Jan 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,661 0 15 Oct 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 254 342 0 01 Jan 2021