Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech

14 September 2021

Papers citing "Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech"

9 / 9 papers shown

Title
ValSub: Subsampling Validation Data to Mitigate Forgetting during ASR Personalization Haaris Mehmood Karthikeyan P. Saravanan Pablo Peso Parada David Tuckey Mete Ozay Gil Ho Lee Jungin Lee Seokyeong Jung 52 0 0 12 Mar 2025
MoFE: Mixture of Frozen Experts Architecture Jean Seo Jaeyoon Kim Hyopil Shin MoE 161 0 0 09 Mar 2025
Hypernetworks for Personalizing ASR to Atypical Speech Max Müller-Eberstein Dianna Yee Karren D. Yang G. Mantena Colin S. Lea 33 0 0 06 Jun 2024
Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search Yingying Gao Shilei Zhang Zihao Cui Chao Deng Junlan Feng 15 0 0 23 Oct 2023
Parameter-efficient Dysarthric Speech Recognition Using Adapter Fusion and Householder Transformation Jinzi Qi Hugo Van hamme 38 3 0 12 Jun 2023
Latent Phrase Matching for Dysarthric Speech Colin S. Lea Dianna Yee Jaya Narain Zifang Huang Lauren Tooley Jeffrey P. Bigham Leah Findlater 19 4 0 08 Jun 2023
Differentially Private Adapters for Parameter Efficient Acoustic Modeling Chun-Wei Ho Chao-Han Huck Yang Sabato Marco Siniscalchi 18 1 0 19 May 2023
Federated Learning for Inference at Anytime and Anywhere Zicheng Liu Da Li Javier Fernandez-Marques Stefanos Laskaridis Yan Gao L. Dudziak Stan Z. Li S. Hu Timothy M. Hospedales FedML 21 5 0 08 Dec 2022
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition Somshubra Majumdar Shantanu Acharya Vitaly Lavrukhin Boris Ginsburg 19 3 0 06 Oct 2022