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Exploring Efficient-tuning Methods in Self-supervised Speech Models

Exploring Efficient-tuning Methods in Self-supervised Speech Models

Zih-Ching Chen
Chin-Lun Fu
Chih-Ying Liu
Shang-Wen Li
Hung-yi Lee
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Papers citing "Exploring Efficient-tuning Methods in Self-supervised Speech Models"

8 / 8 papers shown
Title
How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario
How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario
Shih-Heng Wang
Zih-Ching Chen
Jiatong Shi
Ming To Chuang
Guan-Ting Lin
Kuan Po Huang
David F. Harwath
Shang-Wen Li
Hung-yi Lee
76
1
0
27 Nov 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
24
19
0
08 Feb 2024
Noise-robust zero-shot text-to-speech synthesis conditioned on self-supervised speech-representation model with adapters
Noise-robust zero-shot text-to-speech synthesis conditioned on self-supervised speech-representation model with adapters
Kenichi Fujita
Hiroshi Sato
Takanori Ashihara
Hiroki Kanagawa
Marc Delcroix
Takafumi Moriya
Yusuke Ijima
20
8
0
10 Jan 2024
BLIP-Adapter: Parameter-Efficient Transfer Learning for Mobile Screenshot Captioning
BLIP-Adapter: Parameter-Efficient Transfer Learning for Mobile Screenshot Captioning
Ching-Yu Chiang
I-Hua Chang
Shih-Wei Liao
40
1
0
26 Sep 2023
CHAPTER: Exploiting Convolutional Neural Network Adapters for Self-supervised Speech Models
CHAPTER: Exploiting Convolutional Neural Network Adapters for Self-supervised Speech Models
Zih-Ching Chen
Yu-Shun Sung
Hung-yi Lee
13
16
0
01 Dec 2022
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning
Tzu-hsun Feng
Annie Dong
Ching-Feng Yeh
Shu-Wen Yang
Tzu-Quan Lin
...
Xuankai Chang
Shinji Watanabe
Abdel-rahman Mohamed
Shang-Wen Li
Hung-yi Lee
ELM
SSL
19
33
0
16 Oct 2022
Self-Supervised Speech Representation Learning: A Review
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
124
344
0
21 May 2022
Generative Spoken Language Modeling from Raw Audio
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