Automatic assessment of speech intelligibility for individuals with aphasia
D Le, K Licata, C Persad… - … on audio, speech, and …, 2016 - ieeexplore.ieee.org
… an automated system to assess three aspects of aphasic speech intelligibility: clarity, … aphasic
speech corpus, which contains speech-based interaction between individuals with aphasia …
speech corpus, which contains speech-based interaction between individuals with aphasia …
Automatic assessment of speech impairment in cantonese-speaking people with aphasia
… different dimensions of speech impairment. To the … aphasic speech assessment for non-Western
languages. In the next section, previous research related to aphasic speech assessment …
languages. In the next section, previous research related to aphasic speech assessment …
Towards automatic assessment of aphasia speech using automatic speech recognition techniques
… -theart ASR technology to automatic assessment of speech from Cantonese-speaking aphasia
patients. We have shown that with a reasonable level of speech recognition accuracy, the …
patients. We have shown that with a reasonable level of speech recognition accuracy, the …
Automatic assessment of aphasic speech sensed by audio sensors for classification into aphasia severity levels to recommend speech therapies
HMDPM Herath, WASA Weraniyagoda… - Sensors, 2022 - mdpi.com
… the severity level of the aphasic speech of the aphasia patients with the aid of machine
learning and speech feature extraction. In severe stages of aphasia (global aphasia), oral motor …
learning and speech feature extraction. In severe stages of aphasia (global aphasia), oral motor …
An end-to-end approach to automatic speech assessment for Cantonese-speaking people with aphasia
… automatic speech assessment for English-speaking and German-speaking PWA. In recent
years, we made great efforts to develop an automatic assessment … in speech assessment of …
years, we made great efforts to develop an automatic assessment … in speech assessment of …
A machine learning based system for the automatic evaluation of aphasia speech
C Kohlschein, M Schmitt, B Schüller… - 2017 ieee 19th …, 2017 - ieeexplore.ieee.org
… speech. The authors of [9] compared GMM-HMM and DNNHMM approaches for the automatic
assessment childhood apraxia of speech. … to yield an assessment of speech development …
assessment childhood apraxia of speech. … to yield an assessment of speech development …
Automatic quantitative analysis of spontaneous aphasic speech
D Le, K Licata, EM Provost - Speech Communication, 2018 - Elsevier
… amount of speech data. However, automatic analysis of spontaneous aphasic speech has
… of available data and difficulties associated with aphasic speech processing. In this work, …
… of available data and difficulties associated with aphasic speech processing. In this work, …
Automatic analysis of speech quality for aphasia treatment
D Le, K Licata, E Mercado, C Persad… - … on Acoustics, Speech …, 2014 - ieeexplore.ieee.org
… University of Michigan Aphasia Program (UMAP). We develop classifiers to automatically
estimate speech quality based on human perceptual judgment. Our automatic prediction yields …
estimate speech quality based on human perceptual judgment. Our automatic prediction yields …
Automatic speech assessment for aphasic patients based on syllable-level embedding and supra-segmental duration features
… for automatic assessment, we need to improve the ASR accuracy and enhance the current
design of speech features. Lastly, it is utmost important to enhance the speech database by …
design of speech features. Lastly, it is utmost important to enhance the speech database by …
[PDF][PDF] Automatic Speech Assessment for People with Aphasia Using TDNN-BLSTM with Multi-Task Learning.
… automatic speech assessment for people with aphasia (PWA) using a DNN based automatic
speech … The main problems being addressed are the lack of training speech in the intended …
speech … The main problems being addressed are the lack of training speech in the intended …
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