Hypernetworks for Personalizing ASR to Atypical Speech

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Hypernetworks for Personalizing ASR to Atypical Speech

6 June 2024

Max Müller-Eberstein

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Papers citing "Hypernetworks for Personalizing ASR to Atypical Speech"

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Title
From User Perceptions to Technical Improvement: Enabling People Who Stutter to Better Use Speech Recognition Colin S. Lea Zifang Huang Lauren Tooley Jaya Narain Dianna Yee P. Georgiou Dung Tien Tran Jeffrey P. Bigham Leah Findlater 82 35 0 17 Feb 2023
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer Ahmet Üstün Arianna Bisazza G. Bouma Gertjan van Noord Sebastian Ruder 110 33 0 24 May 2022
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech Katrin Tomanek Vicky Zayats Dirk Padfield K. Vaillancourt Fadi Biadsy 104 58 0 14 Sep 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 488 10,496 0 17 Jun 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 89 768 0 08 Jun 2021
ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification Brecht Desplanques Jenthe Thienpondt Kris Demuynck 76 1,344 0 14 May 2020
AdapterFusion: Non-Destructive Task Composition for Transfer Learning Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Kyunghyun Cho Iryna Gurevych CLL MoMe 141 858 0 01 May 2020
Personalizing ASR for Dysarthric and Accented Speech with Limited Data Joel Shor Dotan Emanuel Oran Lang Omry Tuval Michael P. Brenner ... Maeve McNally Taylor Charbonneau Melissa Nollstadt Avinatan Hassidim Yossi Matias 47 105 0 31 Jul 2019
VoxCeleb: a large-scale speaker identification dataset Arsha Nagrani Joon Son Chung Andrew Zisserman 127 2,279 0 26 Jun 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 176 937 0 22 May 2017