GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators

10 February 2024

Yuchen Hu

Chen Chen

Chao-Han Huck Yang

Zhehuai Chen

Papers citing "GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators"

20 / 20 papers shown

Title
A kinetic-based regularization method for data science applications Abhisek Ganguly Alessandro Gabbana Vybhav Rao Sauro Succi Santosh Ansumali 97 1 0 06 Mar 2025
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 107 6 0 17 Sep 2024
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs Shengyin Sun Yuxiang Ren Chen Ma Xuecang Zhang 181 21 0 24 Nov 2023
Can Generative Large Language Models Perform ASR Error Correction? Rao Ma Mengjie Qian Potsawee Manakul Mark Gales Kate Knill AuLLM KELM 41 54 0 09 Jul 2023
Recent Advances in Direct Speech-to-text Translation Chen Xu Rong Ye Qianqian Dong Chengqi Zhao Tom Ko Mingxuan Wang Tong Xiao Jingbo Zhu 57 21 0 20 Jun 2023
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation Chenyang Le Yao Qian Long Zhou Shujie Liu Yanmin Qian Michael Zeng Xuedong Huang 38 13 0 24 May 2023
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR Yuchen Hu Cheng Chen Qiu-shi Zhu Eng Siong Chng 78 16 0 11 Apr 2023
N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space Rao Ma Mark Gales Kate Knill Mengjie Qian 41 32 0 01 Mar 2023
Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning Qiu-shi Zhu Long Zhou Jie Zhang Shujie Liu Yu-Chen Hu Lirong Dai VLM SSL 71 37 0 27 Oct 2022
AudioLM: a Language Modeling Approach to Audio Generation Zalan Borsos Raphaël Marinier Damien Vincent Eugene Kharitonov Olivier Pietquin ... Dominik Roblek O. Teboul David Grangier Marco Tagliasacchi Neil Zeghidour AuLLM 110 596 0 07 Sep 2022
No Language Left Behind: Scaling Human-Centered Machine Translation Nllb team Marta R. Costa-jussá James Cross Onur cCelebi Maha Elbayad ... Alexandre Mourachko C. Ropers Safiyyah Saleem Holger Schwenk Jeff Wang MoE 161 1,220 0 11 Jul 2022
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech Alexis Conneau Min Ma Simran Khanuja Yu Zhang Vera Axelrod Siddharth Dalmia Jason Riesa Clara E. Rivera Ankur Bapna VLM 114 306 0 25 May 2022
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? Thomas Wang Adam Roberts Daniel Hesslow Teven Le Scao Hyung Won Chung Iz Beltagy Julien Launay Colin Raffel 79 171 0 12 Apr 2022
Noise-robust Speech Recognition with 10 Minutes Unparalleled In-domain Data Chen Chen Nana Hou Yuchen Hu Shashank Shirol Chng Eng Siong NoLa 66 43 0 29 Mar 2022
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale Arun Babu Changhan Wang Andros Tjandra Kushal Lakhotia Qiantong Xu ... Yatharth Saraf J. Pino Alexei Baevski Alexis Conneau Michael Auli SSL 84 678 0 17 Nov 2021
An Explanation of In-context Learning as Implicit Bayesian Inference Sang Michael Xie Aditi Raghunathan Percy Liang Tengyu Ma ReLM BDL VPVLM LRM 155 728 0 03 Nov 2021
The USTC-NELSLIP Systems for Simultaneous Speech Translation Task at IWSLT 2021 Dan Liu Mengge Du Xiaoxi Li Yuchen Hu Lirong Dai 58 21 0 01 Jul 2021
FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition Yichong Leng Xu Tan Linchen Zhu Jin Xu Renqian Luo Linquan Liu Tao Qin Xiang-Yang Li Ed Lin Tie-Yan Liu KELM 49 64 0 09 May 2021
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 204 5,734 0 20 Jun 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 846 11,979 0 27 Aug 2019