SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks

31 March 2022

Papers citing "SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks"

23 / 23 papers shown

Title
Unified Pathological Speech Analysis with Prompt Tuning Fei Yang Xuenan Xu Mengyue Wu Kai Yu 28 0 0 05 Nov 2024
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems Hitesh Tulsiani David M. Chan Shalini Ghosh Garima Lalwani Prabhat Pandey Ankish Bansal Sri Garimella Ariya Rastrow Björn Hoffmeister 31 0 0 16 Sep 2024
Personalized Speech Emotion Recognition in Human-Robot Interaction using Vision Transformers Ruchik Mishra Andrew Frye M. M. Rayguru Dan O. Popa 39 1 0 16 Sep 2024
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Devichand Budagam Sankalp KJ Ashutosh Kumar Vinija Jain Aman Chadha 54 0 0 18 Jun 2024
Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks Kevin Everson Yile Gu Huck Yang Prashanth Gurunath Shivakumar Guan-Ting Lin ... Shalini Ghosh Wael Hamza Hung-yi Lee Ariya Rastrow A. Stolcke 20 5 0 05 Jan 2024
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 27 7 0 04 Oct 2023
Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting Chao-Han Huck Yang Yile Gu Yi-Chieh Liu Shalini Ghosh I. Bulyko A. Stolcke KELM LRM 38 40 0 27 Sep 2023
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition Yu Yu Chao-Han Huck Yang J. Kolehmainen Prashanth Gurunath Shivakumar Yile Gu ... Denis Filimonov Shalini Ghosh A. Stolcke Ariya Rastrow I. Bulyko 37 8 0 26 Sep 2023
Towards General-Purpose Text-Instruction-Guided Voice Conversion Chun-Yi Kuan Chen An Li Tsung-Yuan Hsu T. Lin Ho-Lam Chung Kai-Wei Chang Shuo-yiin Chang Hung-yi Lee 18 5 0 25 Sep 2023
Instruction-Following Speech Recognition Cheng-I Jeff Lai Zhiyun Lu Liangliang Cao Ruoming Pang AuLLM 24 6 0 18 Sep 2023
CPPF: A contextual and post-processing-free model for automatic speech recognition Lei Zhang Zhengkun Tian Xiang Chen Jiaming Sun Hongyu Xiang Ke Ding Guanglu Wan 34 0 0 14 Sep 2023
Zero-shot Domain-sensitive Speech Recognition with Prompt-conditioning Fine-tuning F. Liao Yung-Chieh Chan Yi-Chang Chen Chan-Jan Hsu Da-shan Shiu 41 6 0 18 Jul 2023
Cocktail HuBERT: Generalized Self-Supervised Pre-training for Mixture and Single-Source Speech Maryam Fazel-Zarandi Wei-Ning Hsu SSL 18 8 0 20 Mar 2023
SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks Kai-Wei Chang Yu-Kai Wang Hua Shen Iu-thing Kang Wei-Cheng Tseng Shang-Wen Li Hung-yi Lee VLM 23 44 0 01 Mar 2023
From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition Chao-Han Huck Yang Bo-wen Li Yu Zhang Nanxin Chen Rohit Prabhavalkar Tara N. Sainath Trevor Strohman 19 28 0 19 Jan 2023
Exploring Efficient-tuning Methods in Self-supervised Speech Models Zih-Ching Chen Chin-Lun Fu Chih-Ying Liu Shang-Wen Li Hung-yi Lee 24 38 0 10 Oct 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 134 350 0 21 May 2022
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 238 808 0 14 Oct 2021
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5 Chengwei Qin Chenyu You CLL 178 98 0 14 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 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 191 337 0 01 Feb 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,924 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,589 0 21 Jan 2020