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

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

27 September 2023

Chao-Han Huck Yang

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

16 / 16 papers shown

Title
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Moreno La Quatra Valerio Mario Salerno Yu Tsao Sabato Marco Siniscalchi 83 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 M. Errecalde Kadri Hacioğlu Pradeep Rangappa P. Motlícek A. Ganapathiraju Andreas Stolcke 49 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 60 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
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 34 0 0 19 Aug 2024
Crossmodal ASR Error Correction with Discrete Speech Units Yuanchao Li Pinzhen Chen Peter Bell Catherine Lai 29 6 0 26 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 24 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 25 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 21 48 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 77 249 0 02 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 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 303 11,730 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 31 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 315 8,261 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 203 1,651 0 15 Oct 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 248 340 0 01 Jan 2021