Parameter Efficient Transfer Learning for Various Speech Processing Tasks

6 December 2022

Papers citing "Parameter Efficient Transfer Learning for Various Speech Processing Tasks"

11 / 11 papers shown

Title
Safe Gradient Flow for Bilevel Optimization Sina Sharifi Nazanin Abolfazli E. Y. Hamedani Mahyar Fazlyab 36 1 0 27 Jan 2025
An Empirical Analysis of Speech Self-Supervised Learning at Multiple Resolutions Theo Clark Benedetta Cevoli Eloy de Jong Timofey Abramski Jamie Dougherty SSL 36 0 0 31 Oct 2024
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks Nakamasa Inoue Shinta Otake Takumi Hirose Masanari Ohi Rei Kawakami 34 1 0 28 Jul 2024
Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations Salah Zaiem Titouan Parcollet S. Essid CLL 30 3 0 30 Jun 2024
SE/BN Adapter: Parametric Efficient Domain Adaptation for Speaker Recognition Tianhao Wang Lantian Li D. Wang 35 0 0 12 Jun 2024
Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy Wenxuan Wu Xueyuan Chen Xixin Wu Haizhou Li Helen M. Meng 31 1 0 24 Mar 2024
Efficient Adapter Tuning of Pre-trained Speech Models for Automatic Speaker Verification Mufan Sang John H. L. Hansen 41 6 0 01 Mar 2024
Prompting and Adapter Tuning for Self-supervised Encoder-Decoder Speech Model Kai-Wei Chang Ming-Hsin Chen Yun-Ping Lin Jing Neng Hsu Paul Kuo-Ming Huang Chien-yu Huang Shang-Wen Li Hung-yi Lee 23 6 0 04 Oct 2023
Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction Jiatong Shi H. Inaguma Xutai Ma Ilia Kulikov Anna Y. Sun 48 24 0 04 Oct 2023
Unifying Robustness and Fidelity: A Comprehensive Study of Pretrained Generative Methods for Speech Enhancement in Adverse Conditions Heming Wang Meng Yu H. M. Zhang Chunlei Zhang Zhongweiyang Xu Muqiao Yang Yixuan Zhang Dong Yu 29 3 0 16 Sep 2023
Fine-tuning wav2vec2 for speaker recognition Nik Vaessen David A. van Leeuwen 36 107 0 30 Sep 2021