v1v2v3 (latest)

Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition

Interspeech (Interspeech), 2022

29 March 2022

Lester Phillip Violeta

Wen-Chin Huang

Tomoki Toda

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Papers citing "Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition"

22 / 22 papers shown

Title
Idiosyncratic Versus Normative Modeling of Atypical Speech Recognition: Dysarthric Case Studies Vishnu Raja Adithya Ganesan Anand Syamkumar Ritwik Banerjee H. Andrew Schwartz 92 0 0 20 Sep 2025
Unified Multi-task Learning for Voice-Based Detection of Diverse Clinical Conditions Ran Piao Yuan Lu Hareld Kemps Tong Xia Aaqib Saeed 104 0 0 28 Aug 2025
On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Shujie Hu Xurong Xie Mengzhe Geng Jiajun Deng Huimeng Wang ... Chengxi Deng Tianzi Wang Mingyu Cui Helen M. Meng Xunying Liu 112 0 0 28 May 2025
Robust fine-tuning of speech recognition models via model merging: application to disordered speech Alexandre Ducorroy Rachid Riad MoMe 210 1 0 26 May 2025
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 231 27 0 03 Jul 2024
WavRx: a Disease-Agnostic, Generalizable, and Privacy-Preserving Speech Health Diagnostic Model Yi Zhu Tiago H. Falk MedIm 227 2 0 26 Jun 2024
Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis Wing-Zin Leung Mattias Cross Anton Ragni Stefan Goetze 150 29 0 12 Jun 2024
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context Tuan Nguyen C. Fredouille A. Ghio M. Balaguer Virginie Woisard 127 3 0 29 Mar 2024
Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data AugmentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Huimeng Wang Zengrui Jin Mengzhe Geng Shujie Hu Guinan Li Tianzi Wang Haoning Xu Xunying Liu 154 34 0 01 Jan 2024
Towards Automatic Data Augmentation for Disordered Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Zengrui Jin Xurong Xie Tianzi Wang Mengzhe Geng Jiajun Deng Guinan Li Shujie Hu Xunying Liu 136 7 0 14 Dec 2023
CDSD: Chinese Dysarthria Speech DatabaseInterspeech (Interspeech), 2023 Mengyi Sun Ming Gao Xinchen Kang Shiru Wang Jun Du Dengfeng Yao Su-Jing Wang 317 7 0 24 Oct 2023
An Analysis of Personalized Speech Recognition System Development for the Deaf and Hard-of-HearingAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2023 Lester Phillip Violeta Tomoki Toda 119 4 0 24 Jun 2023
Mandarin Electrolaryngeal Speech Voice Conversion using Cross-domain FeaturesInterspeech (Interspeech), 2023 Hsin-Hao Chen Yung-Lun Chien Ming-Chi Yen S. Tsai Yu Tsao T. Chi Hsin-Min Wang 126 3 0 11 Jun 2023
Speaker Embeddings as Individuality Proxy for Voice Stress DetectionInterspeech (Interspeech), 2023 Zihan Wu Neil Scheidwasser Karl El Hajal Milos Cernak 149 3 0 09 Jun 2023
A study on the impact of Self-Supervised Learning on automatic dysarthric speech assessment Xavier F. Cadet Ranya Aloufi S. Ahmadi-Abhari Hamed Haddadi 99 8 0 07 Jun 2023
Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity TestInterspeech (Interspeech), 2023 Eungbeom Kim Yunkee Chae Jaeheon Sim Kyogu Lee 234 4 0 22 May 2023
Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family AudioInterspeech (Interspeech), 2023 Jialu Li M. Hasegawa-Johnson Nancy L. McElwain 236 14 0 21 May 2023
Exploration of Language Dependency for Japanese Self-Supervised Speech Representation ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Takanori Ashihara Takafumi Moriya Kohei Matsuura Tomohiro Tanaka 180 4 0 09 May 2023
Exploring Self-supervised Pre-trained ASR Models For Dysarthric and Elderly Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Shujie Hu Xurong Xie Zengrui Jin Mengzhe Geng Yi Wang Mingyu Cui Jiajun Deng Xunying Liu Helen M. Meng 130 43 0 28 Feb 2023
Intermediate Fine-Tuning Using Imperfect Synthetic Speech for Improving Electrolaryngeal Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Lester Phillip Violeta D. Ma Wen-Chin Huang Tomoki Toda 161 10 0 02 Nov 2022
Automatic Severity Classification of Dysarthric speech by using Self-supervised Model with Multi-task LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Eunjung Yeo Kwanghee Choi Sunhee Kim Minhwa Chung 194 11 0 27 Oct 2022
Two-stage training method for Japanese electrolaryngeal speech enhancement based on sequence-to-sequence voice conversionSpoken Language Technology Workshop (SLT), 2022 D. Ma Lester Phillip Violeta Kazuhiro Kobayashi Tomoki Toda 147 11 0 19 Oct 2022