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2202.03218
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Efficient Adapter Transfer of Self-Supervised Speech Models for Automatic Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
7 February 2022
Bethan Thomas
Samuel Kessler
S. Karout
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Papers citing
"Efficient Adapter Transfer of Self-Supervised Speech Models for Automatic Speech Recognition"
39 / 39 papers shown
Dialect Identification Using Resource-Efficient Fine-Tuning Approaches
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2025
Zirui Lin
Haris Gulzar
Monnika Roslianna Busto
Akiko Masaki
Takeharu Eda
K. Nakadai
123
0
0
30 Nov 2025
Exploring Self-Supervised Audio Models for Generalized Anomalous Sound Detection
IEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2025
Bing Han
Anbai Jiang
Xinhu Zheng
W. Zhang
Jia Liu
Pingyi Fan
Yanmin Qian
260
6
0
17 Aug 2025
On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition
Shujie Hu
Xurong Xie
Mengzhe Geng
Jiajun Deng
Huimeng Wang
...
Chengxi Deng
Tianzi Wang
Mingyu Cui
Helen M. Meng
Xunying Liu
188
1
0
28 May 2025
Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding
Zijian Lin
Yang Zhang
Yougen Yuan
Yuming Yan
Jinjiang Liu
Zhiyong Wu
Pengfei Hu
Qun Yu
372
5
0
21 May 2025
Safe Gradient Flow for Bilevel Optimization
American Control Conference (ACC), 2025
Sina Sharifi
Nazanin Abolfazli
Erfan Yazdandoost Hamedani
Mahyar Fazlyab
383
3
0
27 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
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2024
Nakamasa Inoue
Shinta Otake
Takumi Hirose
Masanari Ohi
Rei Kawakami
292
9
0
28 Jul 2024
Towards scalable efficient on-device ASR with transfer learning
Laxmi Pandey
Ke Li
Jinxi Guo
Debjyoti Paul
Arthur Guo
Jay Mahadeokar
Xuedong Zhang
224
3
0
23 Jul 2024
An Adapter-Based Unified Model for Multiple Spoken Language Processing Tasks
Varsha Suresh
Salah Ait-Mokhtar
Caroline Brun
Ioan Calapodescu
236
1
0
20 Jun 2024
Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR
Yerbolat Khassanov
Zhipeng Chen
Tianfeng Chen
Tze Yuang Chong
Wei Li
Jun Zhang
Lu Lu
Yuxuan Wang
AI4CE
268
3
0
12 Jun 2024
SE/BN Adapter: Parametric Efficient Domain Adaptation for Speaker Recognition
Tianhao Wang
Lantian Li
D. Wang
182
2
0
12 Jun 2024
Efficient Compression of Multitask Multilingual Speech Models
Thomas Palmeira Ferraz
334
2
0
02 May 2024
Efficient Adapter Tuning of Pre-trained Speech Models for Automatic Speaker Verification
Mufan Sang
John H. L. Hansen
283
10
0
01 Mar 2024
Exploration of Adapter for Noise Robust Automatic Speech Recognition
Hao Shi
Tatsuya Kawahara
383
7
0
28 Feb 2024
ZMM-TTS: Zero-shot Multilingual and Multispeaker Speech Synthesis Conditioned on Self-supervised Discrete Speech Representations
Cheng Gong
Xin Wang
Erica Cooper
Dan Wells
Longbiao Wang
Jianwu Dang
Korin Richmond
Junichi Yamagishi
311
38
0
22 Dec 2023
Audio-visual fine-tuning of audio-only ASR models
Avner May
Dmitriy Serdyuk
Ankit Parag Shah
Otavio Braga
Olivier Siohan
301
6
0
14 Dec 2023
Multilingual DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Thomas Palmeira Ferraz
Marcely Zanon Boito
Caroline Brun
Vassilina Nikoulina
461
22
0
02 Nov 2023
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies
Neural Information Processing Systems (NeurIPS), 2023
Michael Beukman
Devon Jarvis
Richard Klein
Steven D. James
Benjamin Rosman
331
23
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
178
0
0
23 Oct 2023
Audio-AdapterFusion: A Task-ID-free Approach for Efficient and Non-Destructive Multi-task Speech Recognition
Automatic Speech Recognition & Understanding (ASRU), 2023
Hillary Ngai
Rohan Agrawal
Neeraj Gaur
Ronny Huang
Parisa Haghani
P. M. Mengibar
MoMe
349
1
0
17 Oct 2023
EFFUSE: Efficient Self-Supervised Feature Fusion for E2E ASR in Low Resource and Multilingual Scenarios
Interspeech (Interspeech), 2023
Tejes Srivastava
Jiatong Shi
William Chen
Shinji Watanabe
282
5
0
05 Oct 2023
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling
Interspeech (Interspeech), 2023
Hengguan Huang
Jagadeesh Balam
Boris Ginsburg
241
6
0
13 Jul 2023
Review of Large Vision Models and Visual Prompt Engineering
Yuan Liu
Zheng Liu
Lin Zhao
Zihao Wu
Chong Ma
...
Bao Ge
Yixuan Yuan
Hongtu Zhu
Tianming Liu
Shu Zhang
VLM
LRM
388
234
0
03 Jul 2023
Efficient Adapters for Giant Speech Models
Nanxin Chen
Izhak Shafran
Yu Zhang
Chung-Cheng Chiu
H. Soltau
James Qin
Yonghui Wu
263
13
0
13 Jun 2023
How to Estimate Model Transferability of Pre-Trained Speech Models?
Interspeech (Interspeech), 2023
Zih-Ching Chen
Chao-Han Huck Yang
Yue Liu
Yu Zhang
Nanxin Chen
Shoufeng Chang
Rohit Prabhavalkar
Hung-yi Lee
Tara N. Sainath
524
11
0
01 Jun 2023
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning
Interspeech (Interspeech), 2023
Xuankai Chang
Brian Yan
Yuya Fujita
Takashi Maekaku
Shinji Watanabe
257
49
0
29 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
414
130
0
27 Apr 2023
Efficient Computation Sharing for Multi-Task Visual Scene Understanding
IEEE International Conference on Computer Vision (ICCV), 2023
Sara Shoouri
Mingyu Yang
Zichen Fan
Hun-Seok Kim
MoE
299
9
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
Modular Deep Learning
Jonas Pfeiffer
Sebastian Ruder
Ivan Vulić
Edoardo Ponti
MoMe
OOD
493
111
0
22 Feb 2023
Parameter Efficient Transfer Learning for Various Speech Processing Tasks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Shinta Otake
Rei Kawakami
Nakamasa Inoue
268
21
0
06 Dec 2022
CHAPTER: Exploiting Convolutional Neural Network Adapters for Self-supervised Speech Models
Zih-Ching Chen
Yu-Shun Sung
Hung-yi Lee
304
21
0
01 Dec 2022
Integrated Parameter-Efficient Tuning for General-Purpose Audio Models
Ju-ho Kim
Ju-Sung Heo
Hyun-Seo Shin
Chanmann Lim
Ha-Jin Yu
226
6
0
04 Nov 2022
Parameter-efficient transfer learning of pre-trained Transformer models for speaker verification using adapters
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Junyi Peng
Themos Stafylakis
Rongzhi Gu
Oldvrich Plchot
Ladislav Movsner
Lukávs Burget
JanHonza'' vCernocký
366
29
0
28 Oct 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
327
47
0
10 Oct 2022
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition
Spoken Language Technology Workshop (SLT), 2022
Somshubra Majumdar
Shantanu Acharya
Vitaly Lavrukhin
Boris Ginsburg
247
3
0
06 Oct 2022
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children's ASR
Interspeech (Interspeech), 2022
Ruchao Fan
Abeer Alwan
286
39
0
16 Jun 2022
Self-Supervised Speech Representation Learning: A Review
IEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022
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
796
475
0
21 May 2022
Representative Subset Selection for Efficient Fine-Tuning in Self-Supervised Speech Recognition
Abdul Hameed Azeemi
I. Qazi
Agha Ali Raza
365
3
0
18 Mar 2022
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