An end-to-end approach to automatic speech assessment for people with aphasia
Conventionally, automatic assessment of pathological speech involves two main steps:(1)
extraction of pathology-specific features;(2) classification or regression of extracted features …
extraction of pathology-specific features;(2) classification or regression of extracted features …
An end-to-end approach to automatic speech assessment for Cantonese-speaking people with aphasia
Conventional automatic assessment of pathological speech usually follows two main
steps:(1) extraction of pathology-specific features;(2) classification or regression on …
steps:(1) extraction of pathology-specific features;(2) classification or regression on …
Performance evaluation of machine learning frameworks for aphasia assessment
Speech assessment is an essential part of the rehabilitation procedure for patients with
aphasia (PWA). It is a comprehensive and time-consuming process that aims to discriminate …
aphasia (PWA). It is a comprehensive and time-consuming process that aims to discriminate …
Combining phone posteriorgrams from strong and weak recognizers for automatic speech assessment of people with aphasia
This paper presents an investigation on applying automatic speech recognition (ASR) to
speech assessment of people with aphasia (PWA). A distinctive characteristic of PWA …
speech assessment of people with aphasia (PWA). A distinctive characteristic of PWA …
Towards automatic assessment of aphasia speech using automatic speech recognition techniques
Aphasia is a type of acquired language impairment caused by brain injury. This paper
presents an automatic speech recognition (ASR) based approach to objective assessment …
presents an automatic speech recognition (ASR) based approach to objective assessment …
[PDF][PDF] Automatic Assessment of Language Impairment Based on Raw ASR Output.
For automatic assessment of language impairment in natural speech, properly designed text-
based features are needed. The feature design relies on experts' domain knowledge and …
based features are needed. The feature design relies on experts' domain knowledge and …
Automatic speech recognition for acoustical analysis and assessment of cantonese pathological voice and speech
This paper describes the application of state-of-the-art automatic speech recognition (ASR)
systems to objective assessment of voice and speech disorders. Acoustical analysis of …
systems to objective assessment of voice and speech disorders. Acoustical analysis of …
[PDF][PDF] Automatic Speech Assessment for People with Aphasia Using TDNN-BLSTM with Multi-Task Learning.
This paper describes an investigation on automatic speech assessment for people with
aphasia (PWA) using a DNN based automatic speech recognition (ASR) system. The main …
aphasia (PWA) using a DNN based automatic speech recognition (ASR) system. The main …
Automatic quantitative analysis of spontaneous aphasic speech
D Le, K Licata, EM Provost - Speech Communication, 2018 - Elsevier
Spontaneous speech analysis plays an important role in the study and treatment of aphasia,
but can be difficult to perform manually due to the time consuming nature of speech …
but can be difficult to perform manually due to the time consuming nature of speech …
Automatic assessment of speech impairment in cantonese-speaking people with aphasia
Aphasia is a common type of acquired language impairment resulting from dysfunction in
specific brain regions. Analysis of narrative spontaneous speech, eg, story-telling, is an …
specific brain regions. Analysis of narrative spontaneous speech, eg, story-telling, is an …