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An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
26 July 2021
Samuel Kessler
Bethan Thomas
S. Karout
SSL
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Papers citing
"An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning"
16 / 16 papers shown
CLAP-S: Support Set Based Adaptation for Downstream Fiber-optic Acoustic Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Jingchen Sun
Shaobo Han
Wataru Kohno
Changyou Chen
VLM
255
3
0
20 Jan 2025
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 Harwath
Shang-Wen Li
Hung-yi Lee
355
4
0
27 Nov 2024
LLM Augmented LLMs: Expanding Capabilities through Composition
Rachit Bansal
Bidisha Samanta
Siddharth Dalmia
Nitish Gupta
Shikhar Vashishth
Sriram Ganapathy
Abhishek Bapna
Prateek Jain
Partha P. Talukdar
CLL
289
51
0
04 Jan 2024
PEFT for Speech: Unveiling Optimal Placement, Merging Strategies, and Ensemble Techniques
Tzu-Han Lin
How-Shing Wang
Hao-Yung Weng
Kuang-Chen Peng
Zih-Ching Chen
Hung-yi Lee
340
11
0
04 Jan 2024
CL-MASR: A Continual Learning Benchmark for Multilingual ASR
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Luca Della Libera
Pooneh Mousavi
Salah Zaiem
Cem Subakan
Mirco Ravanelli
AuLLM
CLL
328
19
0
25 Oct 2023
Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search
Interspeech (Interspeech), 2023
Yingying Gao
Shilei Zhang
Zihao Cui
Chao Deng
Junlan Feng
177
0
0
23 Oct 2023
"We care": Improving Code Mixed Speech Emotion Recognition in Customer-Care Conversations
N. Abhishek
P. Bhattacharyya
146
3
0
06 Aug 2023
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages
Interspeech (Interspeech), 2023
Andrew Rouditchenko
Sameer Khurana
Samuel Thomas
Rogerio Feris
Leonid Karlinsky
Hilde Kuehne
David Harwath
Brian Kingsbury
James R. Glass
VLM
341
26
0
21 May 2023
Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization
Knowledge-Based Systems (KBS), 2023
Hamza Kheddar
Yassine Himeur
S. Al-Maadeed
Abbes Amira
F. Bensaali
411
127
0
27 Apr 2023
CSSL-MHTR: Continual Self-Supervised Learning for Scalable Multi-script Handwritten Text Recognition
M. Dhiaf
Mohamed Ali Souibgui
Kai Wang
Yuyang Liu
Yousri Kessentini
Alicia Fornés
Ahmed Cheikh Rouhou
CLL
277
2
0
16 Mar 2023
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yingting Li
Ambuj Mehrish
Shuaijiang Zhao
Rishabh Bhardwaj
Amir Zadeh
Navonil Majumder
Amélie Reymond
Soujanya Poria
AAML
239
24
0
02 Mar 2023
Continual Learning for On-Device Speech Recognition using Disentangled Conformers
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Anuj Diwan
Ching-Feng Yeh
Wei-Ning Hsu
Paden Tomasello
Eunsol Choi
David Harwath
Abdel-rahman Mohamed
CLL
BDL
371
11
0
02 Dec 2022
CHAPTER: Exploiting Convolutional Neural Network Adapters for Self-supervised Speech Models
Zih-Ching Chen
Yu-Shun Sung
Hung-yi Lee
303
21
0
01 Dec 2022
Exploring Efficient-tuning Methods in Self-supervised Speech Models
Spoken Language Technology Workshop (SLT), 2022
Zih-Ching Chen
Chin-Lun Fu
Chih-Ying Liu
Shang-Wen Li
Hung-yi Lee
324
47
0
10 Oct 2022
Learning Representations for New Sound Classes With Continual Self-Supervised Learning
IEEE Signal Processing Letters (SPL), 2022
Zhepei Wang
Cem Subakan
Xilin Jiang
Junkai Wu
Efthymios Tzinis
Mirco Ravanelli
Paris Smaragdis
CLL
SSL
303
20
0
15 May 2022
Multi-Variant Consistency based Self-supervised Learning for Robust Automatic Speech Recognition
Changfeng Gao
Gaofeng Cheng
Pengyuan Zhang
318
4
0
23 Dec 2021
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