Title
Enhancing Dysarthric Speech Recognition for Unseen Speakers via Prototype-Based Adaptation Shiyao Wang Shiwan Zhao Jiaming Zhou Aobo Kong Yong Qin 44 4 0 26 Jul 2024
Perceiver-Prompt: Flexible Speaker Adaptation in Whisper for Chinese Disordered Speech Recognition Yicong Jiang Tianzi Wang Xurong Xie Juan Liu Wei Sun Nan Yan Hui Chen Lan Wang Xunying Liu Feng Tian 33 2 0 14 Jun 2024
Hypernetworks for Personalizing ASR to Atypical Speech Max Müller-Eberstein Dianna Yee Karren D. Yang G. Mantena Colin S. Lea 35 1 0 06 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 45 1 0 10 May 2024
CDSD: Chinese Dysarthria Speech Database Mengyi Sun Ming Gao Xinchen Kang Shiru Wang Jun Du Dengfeng Yao Su-Jing Wang 43 3 0 24 Oct 2023
Replay to Remember: Continual Layer-Specific Fine-tuning for German Speech Recognition Theresa Pekarek-Rosin S. Wermter VLM CLL 34 2 0 14 Jul 2023
Multi-pass Training and Cross-information Fusion for Low-resource End-to-end Accented Speech Recognition Xuefei Wang Yanhua Long Yijie Li Haoran Wei 40 4 0 20 Jun 2023
Parameter-efficient Dysarthric Speech Recognition Using Adapter Fusion and Householder Transformation Jinzi Qi Hugo Van hamme 48 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 38 4 0 08 Jun 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 24 30 0 28 Feb 2023
Intermediate Fine-Tuning Using Imperfect Synthetic Speech for Improving Electrolaryngeal Speech Recognition Lester Phillip Violeta D. Ma Wen-Chin Huang Tomoki Toda 42 7 0 02 Nov 2022
Weak-Supervised Dysarthria-invariant Features for Spoken Language Understanding using an FHVAE and Adversarial Training Jinzi Qi Hugo Van hamme AAML 24 1 0 24 Oct 2022
A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization Fadi Biadsy Youzheng Chen Xia Zhang Oleg Rybakov Andrew Rosenberg Pedro J. Moreno 51 13 0 23 Mar 2022
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition Xurong Xie Rukiye Ruzi Xunying Liu Lan Wang DRL 29 12 0 24 Jan 2022
Controllable Response Generation for Assistive Use-cases Shachi H. Kumar Hsuan Su R. Manuvinakurike Saurav Sahay L. Nachman 27 1 0 04 Dec 2021
Universal Paralinguistic Speech Representations Using Self-Supervised Conformers Joel Shor A. Jansen Wei Han Daniel S. Park Yu Zhang SSL AI4TS 48 54 0 09 Oct 2021
Personalized Automatic Speech Recognition Trained on Small Disordered Speech Datasets Jimmy Tobin Katrin Tomanek 27 27 0 09 Oct 2021
Significance of Data Augmentation for Improving Cleft Lip and Palate Speech Recognition Protima Nomo Sudro Rohan Kumar Das R. Sinha S. M. I. S. R. Mahadeva Prasanna 24 5 0 02 Oct 2021
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech Katrin Tomanek Vicky Zayats Dirk Padfield K. Vaillancourt Fadi Biadsy 59 57 0 14 Sep 2021
Comparing Supervised Models And Learned Speech Representations For Classifying Intelligibility Of Disordered Speech On Selected Phrases Subhashini Venugopalan Joel Shor Manoj Plakal Jimmy Tobin Katrin Tomanek Jordan R. Green Michael P. Brenner 27 12 0 08 Jul 2021
On-Device Personalization of Automatic Speech Recognition Models for Disordered Speech Katrin Tomanek Franccoise Beaufays Julie Cattiau Angad Chandorkar K. Sim 21 15 0 18 Jun 2021
Error-driven Fixed-Budget ASR Personalization for Accented Speakers Abhijeet Awasthi A. Kansal Sunita Sarawagi Preethi Jyothi 21 9 0 04 Mar 2021
Improving Proper Noun Recognition in End-to-End ASR By Customization of the MWER Loss Criterion Cal Peyser Tara N. Sainath Golan Pundak 28 14 0 19 May 2020
An Investigation Into On-device Personalization of End-to-end Automatic Speech Recognition Models K. Sim P. Zadrazil F. Beaufays 31 58 0 14 Sep 2019
Articulatory Features for ASR of Pathological Speech Emre Yilmaz Vikramjit Mitra C. Bartels H. Franco 27 18 0 28 Jul 2018