Personalized Automatic Speech Recognition Trained on Small Disordered Speech Datasets

9 October 2021

Papers citing "Personalized Automatic Speech Recognition Trained on Small Disordered Speech Datasets"

16 / 16 papers shown

Title
Learnings from curating a trustworthy, well-annotated, and useful dataset of disordered English speech P. Jiang Jimmy Tobin Katrin Tomanek Robert Macdonald Katie Seaver Richard Cave Marilyn A. Ladewig Rus Heywood Jordan R. Green 35 0 0 13 Sep 2024
Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition Shujie Hu Xurong Xie Mengzhe Geng Zengrui Jin Jiajun Deng ... Yi Wang Mingyu Cui Tianzi Wang Helen Meng Xunying Liu 51 5 0 03 Jul 2024
Inclusive ASR for Disfluent Speech: Cascaded Large-Scale Self-Supervised Learning with Targeted Fine-Tuning and Data Augmentation Dena F. Mujtaba Nihar R. Mahapatra Megan Arney J Scott Yaruss Caryn Herring Jia Bin 35 1 0 14 Jun 2024
Lost in Transcription: Identifying and Quantifying the Accuracy Biases of Automatic Speech Recognition Systems Against Disfluent Speech Dena F. Mujtaba Nihar R. Mahapatra Megan Arney J Scott Yaruss Hope Gerlach-Houck Caryn Herring Jia Bin 40 0 0 10 May 2024
CDSD: Chinese Dysarthria Speech Database Mengyi Sun Ming Gao Xinchen Kang Shiru Wang Jun Du Dengfeng Yao Su-Jing Wang 27 3 0 24 Oct 2023
Electrolaryngeal Speech Intelligibility Enhancement Through Robust Linguistic Encoders Lester Phillip Violeta Wen-Chin Huang D. Ma Ryuichi Yamamoto Kazuhiro Kobayashi T. Toda 22 3 0 18 Sep 2023
An Analysis of Personalized Speech Recognition System Development for the Deaf and Hard-of-Hearing Lester Phillip Violeta T. Toda 27 1 0 24 Jun 2023
Parameter-efficient Dysarthric Speech Recognition Using Adapter Fusion and Householder Transformation Jinzi Qi Hugo Van hamme 40 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 27 4 0 08 Jun 2023
Use of Speech Impairment Severity for Dysarthric Speech Recognition Mengzhe Geng Zengrui Jin Tianzi Wang Shujie Hu Jiajun Deng Mingyu Cui Guinan Li Jianwei Yu Xurong Xie Xunying Liu 15 9 0 18 May 2023
Text is All You Need: Personalizing ASR Models using Controllable Speech Synthesis Karren D. Yang Ting-Yao Hu Jen-Hao Rick Chang H. Koppula Oncel Tuzel 48 12 0 27 Mar 2023
Exploring Self-supervised Pre-trained ASR Models For Dysarthric and Elderly Speech Recognition Shujie Hu Xurong Xie Zengrui Jin Mengzhe Geng Yi Wang Mingyu Cui Jiajun Deng Xunying Liu Helen M. Meng 19 30 0 28 Feb 2023
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 32 31 0 17 Feb 2023
An analysis of degenerating speech due to progressive dysarthria on ASR performance Katrin Tomanek Katie Seaver P. Jiang Richard Cave Lauren Harrel Jordan R. Green 21 7 0 31 Oct 2022
Assessing ASR Model Quality on Disordered Speech using BERTScore Jimmy Tobin Qisheng Li Subhashini Venugopalan Katie Seaver Richard Cave Katrin Tomanek 31 12 0 21 Sep 2022
Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition Lester Phillip Violeta Wen-Chin Huang T. Toda 22 31 0 29 Mar 2022