conftrace_

clinical speech analysis

59 papers

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Co-occurring keywords

automatic speech recognition (1774) speech analysis (363) speech recognition (1226) dementia detection (30) parkinson disease (44) acoustic feature (266) speech processing (479) wav2vec 2.0 (73) alzheimer disease detection (37) parkinson disease detection (12)

Papers

Are reported accuracies in the clinical speech machine learning literature overoptimistic? INTERSPEECH 2022
Speech Acoustics in Mild Cognitive Impairment and Parkinson's Disease With and Without Concurrent Drawing Tasks INTERSPEECH 2022
How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection ACL 2022
Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic- and BERT-Based Alzheimer’s Dementia Detection Through Spontaneous Speech INTERSPEECH 2021
Influence of the Interviewer on the Automatic Assessment of Alzheimer’s Disease in the Context of the ADReSSo Challenge INTERSPEECH 2021
Late Fusion of the Available Lexicon and Raw Waveform-Based Acoustic Modeling for Depression and Dementia Recognition INTERSPEECH 2021
Automatic Detection and Assessment of Alzheimer Disease Using Speech and Language Technologies in Low-Resource Scenarios INTERSPEECH 2021
CLAC: A Speech Corpus of Healthy English Speakers INTERSPEECH 2021
Speech Clarity Improvement by Vocal Self-Training Using a Hearing Impairment Simulator and its Correlation with an Auditory Modulation Index INTERSPEECH 2020
Acoustic-Based Articulatory Phenotypes of Amyotrophic Lateral Sclerosis and Parkinson’s Disease: Towards an Interpretable, Hypothesis-Driven Framework of Motor Control INTERSPEECH 2020
Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations ACL 2020
Robust Prediction of Punctuation and Truecasing for Medical ASR ACL 2020
Assessment of Parkinson’s Disease Medication State Through Automatic Speech Analysis INTERSPEECH 2020
CUCHILD: A Large-Scale Cantonese Corpus of Child Speech for Phonology and Articulation Assessment INTERSPEECH 2020
Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology INTERSPEECH 2020
Unsupervised Paraphasia Classification in Aphasic Speech ACL 2020
Staged Knowledge Distillation for End-to-End Dysarthric Speech Recognition and Speech Attribute Transcription INTERSPEECH 2020
Detecting and Analysing Spontaneous Oral Cancer Speech in the Wild INTERSPEECH 2020
Impact of ASR on Alzheimer’s Disease Detection: All Errors are Equal, but Deletions are More Equal than Others EMNLP 2020
Overcoming the bottleneck in traditional assessments of verbal memory: Modeling human ratings and classifying clinical group membership NAACL 2019
Comparison of Telephone Recordings and Professional Microphone Recordings for Early Detection of Parkinson’s Disease, Using Mel-Frequency Cepstral Coefficients with Gaussian Mixture Models INTERSPEECH 2019
Profiling Speech Motor Impairments in Persons with Amyotrophic Lateral Sclerosis: An Acoustic-Based Approach INTERSPEECH 2019
Towards the Speech Features of Early-Stage Dementia: Design and Application of the Mandarin Elderly Cognitive Speech Database INTERSPEECH 2019
Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech INTERSPEECH 2019
Automated Cross-language Intelligibility Analysis of Parkinson’s Disease Patients Using Speech Recognition Technologies ACL 2019