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

1 December 2022

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

12 / 12 papers shown

Title
Safe Gradient Flow for Bilevel Optimization Sina Sharifi Nazanin Abolfazli E. Y. Hamedani Mahyar Fazlyab 36 1 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 81 1 0 27 Nov 2024
JOOCI: a Framework for Learning Comprehensive Speech Representations Hemant Yadav R. Shah Sunayana Sitaram 28 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 35 0 0 15 Jun 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
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 33 8 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 37 5 0 04 Jan 2024
Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition S. Radhakrishnan Chao-Han Huck Yang S. Khan Rohit Kumar N. Kiani D. Gómez-Cabrero Jesper N. Tegnér 38 47 0 10 Oct 2023
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition Yu Yu Chao-Han Huck Yang J. Kolehmainen Prashanth Gurunath Shivakumar Yile Gu ... Denis Filimonov Shalini Ghosh A. Stolcke Ariya Rastrow I. Bulyko 37 8 0 26 Sep 2023
How to Estimate Model Transferability of Pre-Trained Speech Models? Zih-Ching Chen Chao-Han Huck Yang Bo-wen Li Yu Zhang Nanxin Chen Shoufeng Chang Rohit Prabhavalkar Hung-yi Lee Tara N. Sainath 31 9 0 01 Jun 2023
A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model S. Radhakrishnan Chao-Han Huck Yang S. Khan N. Kiani D. Gómez-Cabrero Jesper N. Tegnér 20 12 0 18 May 2023
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 128 349 0 21 May 2022