dysarthric speech
Dysarthric Speech Recognition and Offline Handwriting Recognition using Deep Neural Networks
... of dysarthric speech is usually longer compared to clear speech, and there are phonemes that are inserted or deleted due to speech ...ated speech segment is ...the speech segment ...
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Automatic dysfluency detection in dysarthric speech using deep belief networks
... Since dysarthric speakers are more likely to stutter than non-dysarthric speakers, this must be considered when com- paring across groups, especially when comparing aggregate speaker-independent ...
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Model adaptation and adaptive training for the recognition of dysarthric speech
... model dysarthric speech in general, SAT and SI-03 sys- tems were not significantly ...of dysarthric speech at an intra and in- ter speaker ...in dysarthric speech can be better ...
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Analysis of Dysarthric Speech using Distinctive Feature Recognition
... a speech disorder caused by disturbances in the muscular control of the speech production mechanism ...effective speech communication in daily life. Speech-related problems include ...
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The TYPALOC Corpus: A Collection of Various Dysarthric Speech Recordings in Read and Spontaneous Styles
... In dysarthric speech, anomalies can refer to unexpected acoustic patterns, compared with a typical or normal speech production, observed on different units of speech like phones for ...the ...
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The DesPho-APaDy Project: Developing an Acoustic-phonetic Characterization of Dysarthric Speech in French
... declared dysarthric because he is perceived dysarthric (Duffy, ...the speech patterns (Collins, 1984 ; Kent et ...of dysarthric speech is available in (Kent et ...of speech ...
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Phone Labeling Based on the Probabilistic Representation for Dysarthric Speech Recognition
... a speech synthesis ...for dysarthric speech recognition have been ...specific speech impairments of the ...(normal speech) models into the target domain (disordered speech) ...
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The quantitative assessment of interutterance stability : application to dysarthric speech
... These methods are based on a wide variety of methodological paradigms. Noteworthy developments are papers by Liss and co-workers, who have published a number of methodologies over recent years that are successful in ...
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Recognizing Dysarthric Speech due to Amyotrophic Lateral Sclerosis with Across Speaker Articulatory Normalization
... Recent dysarthric speech recognition studies using mixed data from a collection of neurological diseases suggested articula- tory data can help to improve the speech recognition perfor- ...of ...
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A Framework for Collecting Realistic Recordings of Dysarthric Speech the homeService Corpus
... English speech database, named the homeService corpus, which has been gathered as part of the homeService ...with speech and motor disabilities to operate their home appliances using voice ...realistic ...
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Effects of acoustic features modifications on the perception of dysarthric speech - preliminary study (pitch, intensity and duration modifications)
... in dysarthric speech and the potential compensatory techniques needed for effective ...in dysarthric speech are ...Dysarthria speech, the acoustic features (pitch, intensity, and ...
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Acoustic transformations to improve the intelligibility of dysarthric speech
... of dysarthric speech (Rudzicz, Namasi- vayam, and Wolff, ...by speech recognition would be imper- fect, which is why investigations of this type often forgo that automation altogether ...
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Dysarthric speech evaluation: automatic and perceptual approaches
... deviant speech dimen- ...of dysarthric speakers is coded perceptually by ...of dysarthric speech is frequent and well ...the speech of patients are very well trained to the phonetic ...
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State Transition Interpolation and MAP Adaptation for HMM based Dysarthric Speech Recognition
... oping dysarthric speech ...the speech of talkers with mild or moder- ate dysarthria, but the recognition scores were lower than for an unimpaired ...
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Détection automatique de zones de déviance dans la parole dysarthrique : étude des bandes de fréquences (Abnormal Zone Detection in Dysarthric Speech Utterances according to Frequency Bands) [in French]
... D?tection automatique de zones de d?viance dans la parole dysarthrique ?tude des bandes de fr?quences Actes de la conf?rence conjointe JEP TALN RECITAL 2012, volume 1 JEP, pages 377?384, Grenoble, 4 a[.] ...
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The effect of three practice conditions on the consistency of chronic dysarthric speech
... This study investigated the potential for people with chronic dysarthria to change their articulation of single words with treatment, despite a plateau in spontaneous recovery or little progress with traditional methods. ...
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Robust Feature Extraction to Utterance Fluctuation of Articulation Disorders Based on Random Projection
... the speech recognition of a person with an ar- ticulation disorder resulting from the athetoid type of cerebral ...first speech tends to become un- stable due to strain on speech-related muscles, and ...
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Modifying Dysarthric Vowels using Formant Transformation Technique and Vowels Synthesis
... of dysarthric speech can be achieved by following ...of dysarthric speech [2] is improved by performing a short-term spectral level ...in dysarthric speech by correcting dropped ...
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Review on Speech Assistive Technologies for Dysarthric Patients
... various Speech Assistive Techniques are discussed which are generally used for mild to normal dysarthric ...speakers. Speech recognition technique with HMM, GMM or MFCC generally uses supervised ...
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Alternative Speech Communication System for Persons with Severe Speech Disorders
... of dysarthric speech recognition, the frame length plays a crucial ...four dysarthric speakers is about 70%, which is a very satisfactory ...for dysarthric speaker assistance, 10 human ...
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