How to Estimate Model Transferability of Pre-Trained Speech Models?

How to Estimate Model Transferability of Pre-Trained Speech Models?

1 June 2023

Chao-Han Huck Yang

Rohit Prabhavalkar

Tara N. Sainath

Papers citing "How to Estimate Model Transferability of Pre-Trained Speech Models?"

12 / 12 papers shown

Title
What Do Speech Foundation Models Not Learn About Speech? Abdul Waheed Hanin Atwany Bhiksha Raj Rita Singh SSL 35 1 0 16 Oct 2024
Towards Automatic Assessment of Self-Supervised Speech Models using Rank Zakaria Aldeneh Vimal Thilak Takuya Higuchi B. Theobald Tatiana Likhomanenko SSL 75 0 0 16 Sep 2024
Which Model to Transfer? A Survey on Transferability Estimation Yuhe Ding Bo Jiang Aijing Yu Aihua Zheng Jian Liang 45 4 0 23 Feb 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 28 19 0 08 Feb 2024
Multimodal Attention Merging for Improved Speech Recognition and Audio Event Classification Anirudh S. Sundar Chao-Han Huck Yang David M. Chan Shalini Ghosh Venkatesh Ravichandran P. S. Nidadavolu MoMe 40 8 0 22 Dec 2023
Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition S. Radhakrishnan Chao-Han Huck Yang S. Khan Rohit Kumar N. Kiani D. Gómez-Cabrero Jesper N. Tegnér 38 47 0 10 Oct 2023
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models Cheng Chen Yuchen Hu Chao-Han Huck Yang Sabato Marco Siniscalchi Pin-Yu Chen E. Chng 29 42 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 34 8 0 26 Sep 2023
Representation Learning With Hidden Unit Clustering For Low Resource Speech Applications Varun Krishna T. Sai Sriram Ganapathy SSL 32 2 0 14 Jul 2023
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 72 194 0 07 Feb 2020
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 189 288 0 25 Jan 2020
Transferability and Hardness of Supervised Classification Tasks Anh Tran Cuong V Nguyen Tal Hassner 134 164 0 21 Aug 2019