clinical speech analysis

Improving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech Interspeech 2022 Speaker adaptation for Wav2vec2 based dysarthric ASR Interspeech 2022 Speech Acoustics in Mild Cognitive Impairment and Parkinson's Disease With and Without Concurrent Drawing Tasks Interspeech 2022 Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment Interspeech 2022 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 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 Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic- and BERT-Based Alzheimer’s Dementia Detection Through Spontaneous Speech Interspeech 2021 Acoustic-Based Articulatory Phenotypes of Amyotrophic Lateral Sclerosis and Parkinson’s Disease: Towards an Interpretable, Hypothesis-Driven Framework of Motor Control Interspeech 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 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 Robust Prediction of Punctuation and Truecasing for Medical ASR ACL 2020 Speech Clarity Improvement by Vocal Self-Training Using a Hearing Impairment Simulator and its Correlation with an Auditory Modulation Index Interspeech 2020 Staged Knowledge Distillation for End-to-End Dysarthric Speech Recognition and Speech Attribute Transcription Interspeech 2020 Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology Interspeech 2020 Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations ACL 2020 Unsupervised Paraphasia Classification in Aphasic Speech ACL 2020 Automated Cross-language Intelligibility Analysis of Parkinson’s Disease Patients Using Speech Recognition Technologies ACL 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 Overcoming the bottleneck in traditional assessments of verbal memory: Modeling human ratings and classifying clinical group membership NAACL 2019 Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech Interspeech 2019 Profiling Speech Motor Impairments in Persons with Amyotrophic Lateral Sclerosis: An Acoustic-Based Approach Interspeech 2019