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

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

1 June 2023
Zih-Ching Chen
Chao-Han Huck Yang
Bo-wen Li
Yu Zhang
Nanxin Chen
Shoufeng Chang
Rohit Prabhavalkar
Hung-yi Lee
Tara N. Sainath
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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?
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
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
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
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
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
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
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
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
Representation Learning With Hidden Unit Clustering For Low Resource
  Speech Applications
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
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
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
Transferability and Hardness of Supervised Classification Tasks
Anh Tran
Cuong V Nguyen
Tal Hassner
134
164
0
21 Aug 2019
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