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Original Article

Automatic speech recognition and a review of its functioning with dysarthric speech

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Pages 48-60 | Published online: 12 Jul 2009

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Read on this site (8)

Richard Cave & Steven Bloch. (2023) The use of speech recognition technology by people living with amyotrophic lateral sclerosis: a scoping review. Disability and Rehabilitation: Assistive Technology 18:7, pages 1043-1055.
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Aisha Jaddoh, Fernando Loizides & Omer Rana. (2023) Interaction between people with dysarthria and speech recognition systems: A review. Assistive Technology 35:4, pages 330-338.
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Susan K. Fager, David R. Beukelman, Tom Jakobs & John-Paul Hosom. (2010) Evaluation of a Speech Recognition Prototype for Speakers with Moderate and Severe Dysarthria: A Preliminary Report. Augmentative and Alternative Communication 26:4, pages 267-277.
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Kathryn Hird & Neville W. Hennessey. (2007) Facilitating use of speech recognition software for people with disabilities: A comparison of three treatments. Clinical Linguistics & Phonetics 21:3, pages 211-226.
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Christina Havstam, Margret Buchholz & Lena Hartelius. (2003) Speech recognition and dysarthria: a single subject study of two individuals with profound impairment of speech and motor control. Logopedics Phoniatrics Vocology 28:2, pages 81-90.
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Parimala Raghavendra, Elisabet Rosengren & Sheri Hunnicutt. (2001) An investigation of different degrees of dysarthric speech as input to speaker-adaptive and speaker-dependent recognition systems. Augmentative and Alternative Communication 17:4, pages 265-275.
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Articles from other publishers (41)

Dhvani Shah, Vanshika Lal, Zihan Zhong, Qianli Wang & Seyed Reza Shahamiri. (2023) Dysarthric Speech Recognition: A Comparative Study. Dysarthric Speech Recognition: A Comparative Study.
Aisha Jaddoh, Fernando Loizides, Jimin Lee & Omer Rana. (2023) An Interaction Framework for Designing Systems for Virtual Home Assistants and People with Dysarthria. Universal Access in the Information Society.
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Wei Xue, Catia Cucchiarini, Roeland van Hout & Helmer Strik. (2023) Measuring the intelligibility of dysarthric speech through automatic speech recognition in a pluricentric language. Speech Communication 148, pages 23-30.
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Silja Vase & Gerd Berget. 2023. Universal Access in Human-Computer Interaction. Universal Access in Human-Computer Interaction 288 307 .
Herath Mudiyanselage Dhammike Piyumal Madhurajith Herath, Weraniyagoda Arachchilage Sahanaka Anuththara Weraniyagoda, Rajapakshage Thilina Madhushan Rajapaksha, Patikiri Arachchige Don Shehan Nilmantha Wijesekara, Kalupahana Liyanage Kushan Sudheera & Peter Han Joo Chong. (2022) Automatic Assessment of Aphasic Speech Sensed by Audio Sensors for Classification into Aphasia Severity Levels to Recommend Speech Therapies. Sensors 22:18, pages 6966.
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Trang Phung, Duc-Quang Vu, Ha Mai-Tan & Le Thi Nhung. 2022. Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications. Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications 682 689 .
Benjamin G. Schultz, Venkata S. Aditya Tarigoppula, Gustavo Noffs, Sandra Rojas, Anneke van der Walt, David B. Grayden & Adam P. Vogel. (2021) Automatic speech recognition in neurodegenerative disease. International Journal of Speech Technology 24:3, pages 771-779.
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Davide Mulfari, Gabriele Meoni, Marco Marini & Luca Fanucci. (2021) Machine learning assistive application for users with speech disorders. Applied Soft Computing 103, pages 107147.
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Yu-Yi Lin, Wei-Zhong Zheng, Wei Chung Chu, Ji-Yan Han, Ying-Hsiu Hung, Guan-Min Ho, Chia-Yuan Chang & Ying-Hui Lai. (2021) A Speech Command Control-Based Recognition System for Dysarthric Patients Based on Deep Learning Technology. Applied Sciences 11:6, pages 2477.
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Irene Calvo, Peppino Tropea, Mauro Viganò, Maria Scialla, Agnieszka B. Cavalcante, Monika Grajzer, Marco Gilardone & Massimo Corbo. (2021) Evaluation of an Automatic Speech Recognition Platform for Dysarthric Speech. Folia Phoniatrica et Logopaedica 73:5, pages 432-441.
Crossref
Feifei Xiong, Jon Barker, Zhengjun Yue & Heidi Christensen. (2020) Source Domain Data Selection for Improved Transfer Learning Targeting Dysarthric Speech Recognition. Source Domain Data Selection for Improved Transfer Learning Targeting Dysarthric Speech Recognition.
Mariya Celin T A, Nagarajan Thangavelu & Vijayalakshmi P. (2020) Data Augmentation using virtual microphone array synthesis and multi-resolution feature extraction for isolated word dysarthric speech recognition. IEEE Journal of Selected Topics in Signal Processing, pages 1-1.
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Feifei Xiong, Jon Barker & Heidi Christensen. (2019) Phonetic Analysis of Dysarthric Speech Tempo and Applications to Robust Personalised Dysarthric Speech Recognition. Phonetic Analysis of Dysarthric Speech Tempo and Applications to Robust Personalised Dysarthric Speech Recognition.
Yishan Jiao, Ming Tu, Visar Berisha & Julie Liss. (2018) Simulating Dysarthric Speech for Training Data Augmentation in Clinical Speech Applications. Simulating Dysarthric Speech for Training Data Augmentation in Clinical Speech Applications.
Neethu Mariam Joy & S. Umesh. (2018) Improving Acoustic Models in TORGO Dysarthric Speech Database. IEEE Transactions on Neural Systems and Rehabilitation Engineering 26:3, pages 637-645.
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Sethuraman Panchanathan, Meredith Moore, Hemanth Venkateswara, Shayok Chakraborty & Troy McDaniel. 2018. Computer Vision for Assistive Healthcare. Computer Vision for Assistive Healthcare 211 248 .
Frank Rudzicz. 2016. Clear Speech. Clear Speech.
Foad Hamidi, Melanie Baljko, Connie Ecomomopoulos, Nigel J. Livingston & Leonhard G. Spalteholz. (2015) Co-designing a speech interface for people with dysarthria. Journal of Assistive Technologies 9:3, pages 159-173.
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Seyed Reza Shahamiri & Sayan Kumar Ray. (2015) On the use of array learners towards Automatic Speech Recognition for dysarthria. On the use of array learners towards Automatic Speech Recognition for dysarthria.
Mumtaz Begum Mustafa, Fadhilah Rosdi, Siti Salwah Salim & Muhammad Umair Mughal. (2015) Exploring the influence of general and specific factors on the recognition accuracy of an ASR system for dysarthric speaker. Expert Systems with Applications 42:8, pages 3924-3932.
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S. Selva Nidhyananthan, R. Shantha Selvakumari & V. Shenbagalakshmi. (2014) Contemporary speech/speaker recognition with speech from impaired vocal apparatus. Contemporary speech/speaker recognition with speech from impaired vocal apparatus.
Seyed Reza Shahamiri & Siti Salwah Binti Salim. (2014) A Multi-Views Multi-Learners Approach Towards Dysarthric Speech Recognition Using Multi-Nets Artificial Neural Networks. IEEE Transactions on Neural Systems and Rehabilitation Engineering 22:5, pages 1053-1063.
Crossref
Bassam Ali Al-Qatab, Mumtaz Begum Mustafa & Siti Salwah Salim. (2014) Severity Based Adaptation for ASR to Aid Dysarthric Speakers. Severity Based Adaptation for ASR to Aid Dysarthric Speakers.
Santiago-Omar Caballero-Morales & Felipe Trujillo-Romero. (2014) Evolutionary approach for integration of multiple pronunciation patterns for enhancement of dysarthric speech recognition. Expert Systems with Applications 41:3, pages 841-852.
Crossref
Mumtaz Begum Mustafa, Siti Salwah Salim, Noraini Mohamed, Bassam Al-Qatab & Chng Eng Siong. (2014) Severity-Based Adaptation with Limited Data for ASR to Aid Dysarthric Speakers. PLoS ONE 9:1, pages e86285.
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Seyed Reza Shahamiri & Siti Salwah Binti Salim. (2014) Artificial neural networks as speech recognisers for dysarthric speech: Identifying the best-performing set of MFCC parameters and studying a speaker-independent approach. Advanced Engineering Informatics 28:1, pages 102-110.
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Sunhee Kim, Yumi Hwang, Daejin Shin, Chang-Yeal Yang, Seung-Yeun LeeJin Kim, Byunggoo Kong, Jio Chung, Namhyun Cho, Ji-Hwan Kim & Minhwa Chung. (2013) VUI development for Korean people with dysarthria. Journal of Assistive Technologies 7:3, pages 188-200.
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Frank Rudzicz. (2013) Adjusting dysarthric speech signals to be more intelligible. Computer Speech & Language 27:6, pages 1163-1177.
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Richard Simpson. 2013. Computer Access for People with Disabilities. Computer Access for People with Disabilities 159 176 .
Santiago-Omar Caballero-Morales. (2013) Estimation of Phoneme-Specific HMM Topologies for the Automatic Recognition of Dysarthric Speech. Computational and Mathematical Methods in Medicine 2013, pages 1-15.
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Santiago Omar Caballero-Morales & Felipe Trujillo-Romero. 2013. Advances in Computational Intelligence. Advances in Computational Intelligence 175 187 .
Frank Rudzicz, Graeme Hirst & Pascal van Lieshout. (2012) Vocal Tract Representation in the Recognition of Cerebral Palsied Speech. Journal of Speech, Language, and Hearing Research 55:4, pages 1190-1207.
Crossref
Frank Rudzicz. (2012) Using articulatory likelihoods in the recognition of dysarthric speech. Speech Communication 54:3, pages 430-444.
Crossref
Woo Kyeong Seong, Ji Hun Park & Hong Kook Kim. 2012. Computers Helping People with Special Needs. Computers Helping People with Special Needs 475 482 .
Yumi Hwang, Daejin Shin, Chang-Yeal Yang, Seung-Yeun Lee, Jin Kim, Byunggoo Kong, Jio Chung, Sunhee Kim & Minhwa Chung. 2012. Computers Helping People with Special Needs. Computers Helping People with Special Needs 117 124 .
Frank Rudzicz. (2011) Articulatory Knowledge in the Recognition of Dysarthric Speech. IEEE Transactions on Audio, Speech, and Language Processing 19:4, pages 947-960.
Crossref
Foad Hamidi, Melanie Baljko, Nigel Livingston & Leo Spalteholz. 2010. Computers Helping People with Special Needs. Computers Helping People with Special Needs 605 612 .
Santiago Omar Caballero Morales & Stephen J. Cox. (2009) Modelling Errors in Automatic Speech Recognition for Dysarthric Speakers. EURASIP Journal on Advances in Signal Processing 2009:1.
Crossref
Prakasith KAYASITH & Thanaruk THEERAMUNKONG. (2009) Speech Clarity Index (.PSI.): A Distance-Based Speech Quality Indicator and Recognition Rate Prediction for Dysarthric Speakers with Cerebral Palsy. IEICE Transactions on Information and Systems E92-D:3, pages 460-468.
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Mark S. Hawley, Pam Enderby, Phil Green, Stuart Cunningham, Simon Brownsell, James Carmichael, Mark Parker, Athanassios Hatzis, Peter O’Neill & Rebecca Palmer. (2007) A speech-controlled environmental control system for people with severe dysarthria. Medical Engineering & Physics 29:5, pages 586-593.
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Viviana Mendoza Ramos, Juan Camilo Vasquez-Correa, Elmar Nöth, Marc De Bodt & Gwen Van Nuffelen. (2022) Automatic Score of Articulatory Distortion in Adults with Dysarthria. SSRN Electronic Journal.
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