CHAPTER: Exploiting Convolutional Neural Network Adapters for
Self-supervised Speech Models

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CHAPTER: Exploiting Convolutional Neural Network Adapters for Self-supervised Speech Models

1 December 2022

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Papers citing "CHAPTER: Exploiting Convolutional Neural Network Adapters for Self-supervised Speech Models"

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Title
G-IFT: A Gated Linear Unit adapter with Iterative Fine-Tuning for Low-Resource Children's Speaker VerificationWorkshop on Child, Computer and Interaction (CCI), 2025 Vishwas M. Shetty Jiusi Zheng Abeer Alwan 68 0 0 11 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 112 0 0 28 May 2025
COLORA: Efficient Fine-Tuning for Convolutional Models with a Study Case on Optical Coherence Tomography Image Classification M. Rivera A. Hoyos 215 0 0 23 May 2025
Safe Gradient Flow for Bilevel OptimizationAmerican Control Conference (ACC), 2025 Sina Sharifi Nazanin Abolfazli Erfan Yazdandoost Hamedani Mahyar Fazlyab 258 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 255 3 0 27 Nov 2024
JOOCI: a Framework for Learning Comprehensive Speech Representations Hemant Yadav R. Shah Sunayana Sitaram 259 0 0 14 Oct 2024
SOA: Reducing Domain Mismatch in SSL Pipeline by Speech Only Adaptation for Low Resource ASR Natarajan Balaji Shankar Ruchao Fan Abeer Alwan 206 1 0 15 Jun 2024
Efficient Adapter Tuning of Pre-trained Speech Models for Automatic Speaker Verification Mufan Sang John H. L. Hansen 191 10 0 01 Mar 2024
Noise-robust zero-shot text-to-speech synthesis conditioned on self-supervised speech-representation model with adaptersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Kenichi Fujita Hiroshi Sato Takanori Ashihara Hiroki Kanagawa Marc Delcroix Takafumi Moriya Yusuke Ijima 121 14 0 10 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 189 9 0 04 Jan 2024
Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 S. Radhakrishnan Chao-Han Huck Yang S. Khan Rohit Kumar N. Kiani D. Gómez-Cabrero Jesper N. Tegnér 310 77 0 10 Oct 2023
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech RecognitionAutomatic Speech Recognition & Understanding (ASRU), 2023 Yu Yu Chao-Han Huck Yang J. Kolehmainen Prashanth Gurunath Shivakumar Yile Gu ... Denis Filimonov Shalini Ghosh A. Stolcke Ariya Rastrow I. Bulyko 188 15 0 26 Sep 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 372 11 0 01 Jun 2023
A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech ModelInterspeech (Interspeech), 2023 S. Radhakrishnan Chao-Han Huck Yang S. Khan N. Kiani D. Gómez-Cabrero Jesper N. Tegnér 141 20 0 18 May 2023