Toward Joint Language Modeling for Speech Units and Text

12 October 2023

Papers citing "Toward Joint Language Modeling for Speech Units and Text"

21 / 21 papers shown

Title
On The Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora Kai-Wei Chang Chung-Ming Chien Yifan Peng Haibin Wu Yossi Adi Emmanuel Dupoux Hung-yi Lee Karen Livescu Shinji Watanabe 45 2 0 11 Apr 2025
From TOWER to SPIRE: Adding the Speech Modality to a Text-Only LLM Kshitij Ambilduke Ben Peters Sonal Sannigrahi Anil Keshwani Tsz Kin Lam Bruno Martins Marcely Zanon Boito André F. T. Martins 47 0 0 13 Mar 2025
Text-Speech Language Models with Improved Cross-Modal Transfer by Aligning Abstraction Levels Santiago Cuervo Adel Moumen Yanis Labrak Sameer Khurana Antoine Laurent Mickael Rouvier R. Marxer 72 1 0 08 Mar 2025
Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback Guan-Ting Lin Prashanth Gurunath Shivakumar Aditya Gourav Yile Gu Ankur Gandhe Hung-yi Lee I. Bulyko 29 8 0 04 Nov 2024
Get Large Language Models Ready to Speak: A Late-fusion Approach for Speech Generation Maohao Shen Shun Zhang Jilong Wu Zhiping Xiu Ehab AlBadawy Yiting Lu M. Seltzer Qing He 36 2 0 27 Oct 2024
SyllableLM: Learning Coarse Semantic Units for Speech Language Models Alan Baade Puyuan Peng David F. Harwath 45 3 0 05 Oct 2024
Recent Advances in Speech Language Models: A Survey Wenqian Cui Dianzhi Yu Xiaoqi Jiao Ziqiao Meng Guangyan Zhang Qichao Wang Yiwen Guo Irwin King AuLLM 59 14 0 01 Oct 2024
Speech Recognition Rescoring with Large Speech-Text Foundation Models Prashanth Gurunath Shivakumar J. Kolehmainen Aditya Gourav Yi Gu Ankur Gandhe Ariya Rastrow I. Bulyko AuLLM 26 0 0 25 Sep 2024
Beyond Turn-Based Interfaces: Synchronous LLMs as Full-Duplex Dialogue Agents Bandhav Veluri Benjamin Peloquin Bokai Yu Hongyu Gong Shyamnath Gollakota AuLLM OffRL 42 13 0 23 Sep 2024
Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach Maxime Poli Emmanuel Chemla Emmanuel Dupoux 26 2 0 16 Sep 2024
PSLM: Parallel Generation of Text and Speech with LLMs for Low-Latency Spoken Dialogue Systems Kentaro Mitsui Koh Mitsuda Toshiaki Wakatsuki Yukiya Hono Kei Sawada 36 4 0 18 Jun 2024
On the Evaluation of Speech Foundation Models for Spoken Language Understanding Siddhant Arora Ankita Pasad Chung-Ming Chien Jionghao Han Roshan S. Sharma ... William Chen Suwon Shon Hung-yi Lee Karen Livescu Shinji Watanabe ELM 43 4 0 14 Jun 2024
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding Suwon Shon Kwangyoun Kim Yi-Te Hsu Prashant Sridhar Shinji Watanabe Karen Livescu AuLLM 44 2 0 13 Jun 2024
mHuBERT-147: A Compact Multilingual HuBERT Model Marcely Zanon Boito Vivek Iyer Nikolaos Lagos Laurent Besacier Ioan Calapodescu VLM 62 8 0 10 Jun 2024
Compact Speech Translation Models via Discrete Speech Units Pretraining Tsz Kin Lam Alexandra Birch Barry Haddow 43 2 0 29 Feb 2024
Direct Punjabi to English speech translation using discrete units Prabhjot Kaur L. A. M. Bush Weisong Shi 24 0 0 25 Feb 2024
Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations Guan-Ting Lin Cheng-Han Chiang Hung-yi Lee 34 22 0 20 Feb 2024
SpiRit-LM: Interleaved Spoken and Written Language Model Tu Nguyen Benjamin Muller Bokai Yu Marta R. Costa-jussá Maha Elbayad ... Itai Gat Gabriel Synnaeve Juan Pino Benoît Sagot Emmanuel Dupoux AuLLM VLM 44 32 0 08 Feb 2024
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing Junyi Ao Rui Wang Long Zhou Chengyi Wang Shuo Ren ... Yu Zhang Zhihua Wei Yao Qian Jinyu Li Furu Wei 110 192 0 14 Oct 2021
Generative Spoken Language Modeling from Raw Audio Kushal Lakhotia Evgeny Kharitonov Wei-Ning Hsu Yossi Adi Adam Polyak ... Tu Nguyen Jade Copet Alexei Baevski A. Mohamed Emmanuel Dupoux AuLLM 174 336 0 01 Feb 2021
Language GANs Falling Short Massimo Caccia Lucas Page-Caccia W. Fedus Hugo Larochelle Joelle Pineau Laurent Charlin 117 214 0 06 Nov 2018