PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations

31 March 2022

Papers citing "PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations"

11 / 11 papers shown

Title
Deploying Foundation Model Powered Agent Services: A Survey Wenchao Xu Jinyu Chen Peirong Zheng Xiaoquan Yi Tianyi Tian ... Quan Wan Haozhao Wang Yunfeng Fan Qinliang Su Xuemin Shen AI4CE 119 1 0 18 Dec 2024
AC-Mix: Self-Supervised Adaptation for Low-Resource Automatic Speech Recognition using Agnostic Contrastive Mixup Carlos Carvalho A. Abad 21 0 0 18 Oct 2024
Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models Dominik Wagner Ilja Baumann K. Riedhammer Tobias Bocklet MQ 30 1 0 16 Jun 2024
One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model Zhaoqing Li Haoning Xu Tianzi Wang Shoukang Hu Zengrui Jin Shujie Hu Jiajun Deng Mingyu Cui Mengzhe Geng Xunying Liu MQ 26 1 0 14 Jun 2024
Stable Distillation: Regularizing Continued Pre-training for Low-Resource Automatic Speech Recognition Ashish Seth Sreyan Ghosh S. Umesh Dinesh Manocha CLL 26 1 0 20 Dec 2023
Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations Salah Zaiem Titouan Parcollet S. Essid 33 2 0 01 Jun 2023
Accurate and Structured Pruning for Efficient Automatic Speech Recognition Huiqiang Jiang Li Lyna Zhang Yuang Li Yu-Huan Wu Shijie Cao Ting Cao Yuqing Yang Jinyu Li Mao Yang Lili Qiu CVBM 59 9 0 31 May 2023
Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation B. Prasanna Sunandini Sanyal R. Venkatesh Babu CLL 24 4 0 15 Apr 2023
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing Yonggan Fu Yang Zhang Kaizhi Qian Zhifan Ye Zhongzhi Yu Cheng-I Jeff Lai Yingyan Lin 27 8 0 02 Nov 2022
Large-scale ASR Domain Adaptation using Self- and Semi-supervised Learning DongSeon Hwang Ananya Misra Zhouyuan Huo Nikhil Siddhartha Shefali Garg David Qiu K. Sim Trevor Strohman F. Beaufays Yanzhang He 55 34 0 01 Oct 2021
Unsupervised Domain Adaptation Schemes for Building ASR in Low-resource Languages A. C. S. Prathosh A P A. G. Ramakrishnan 33 12 0 12 Sep 2021