The digital word
Improving the intelligibility of dysarthric speech
Speech Communication
Comparing speaker-dependent and speaker-adaptive acoustic models for recognizing dysarthric speech
Proceedings of the 9th international ACM SIGACCESS conference on Computers and accessibility
Applying discretized articulatory knowledge to dysarthric speech
ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
Phase-Based Dual-Microphone Speech Enhancement Using A Prior Speech Model
IEEE Transactions on Audio, Speech, and Language Processing
Phase-based dual-microphone robust speech enhancement
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Comparing humans and automatic speech recognition systems in recognizing dysarthric speech
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
Acoustic transformations to improve the intelligibility of dysarthric speech
SLPAT '11 Proceedings of the Second Workshop on Speech and Language Processing for Assistive Technologies
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This paper describes the acquisition of a new database of dysarthric speech in terms of aligned acoustics and articulatory data. This database currently includes data from seven individuals with speech impediments caused by cerebral palsy or amyotrophic lateral sclerosis and age- and gender-matched control subjects. Each of the individuals with speech impediments are given standardized assessments of speech-motor function by a speech-language pathologist. Acoustic data is obtained by one head-mounted and one directional microphone. Articulatory data is obtained by electromagnetic articulography, which allows the measurement of the tongue and other articulators during speech, and by 3D reconstruction from binocular video sequences. The stimuli are obtained from a variety of sources including the TIMIT database, lists of identified phonetic contrasts, and assessments of speech intelligibility. This paper also includes some analysis as to how dysarthric speech differs from non-dysarthric speech according to features such as length of phonemes, and pronunciation errors.