Clinical Speech Analysis

Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations ACL 2020 UncommonVoice: A Crowdsourced Dataset of Dysphonic Speech Interspeech 2020 Unsupervised Paraphasia Classification in Aphasic Speech ACL 2020 Age-Related Changes in European Portuguese Vowel Acoustics Interspeech 2019 An Attention-Based Hybrid Network for Automatic Detection of Alzheimer’s Disease from Narrative Speech Interspeech 2019 Automatic Assessment of Language Impairment Based on Raw ASR Output Interspeech 2019 Automatic Hierarchical Attention Neural Network for Detecting AD Interspeech 2019 Biosignal Processing for Human-Machine Interaction Interspeech 2019 Child Speech Disorder Detection with Siamese Recurrent Network Using Speech Attribute Features Interspeech 2019 Comparison of Speech Tasks and Recording Devices for Voice Based Automatic Classification of Healthy Subjects and Patients with Amyotrophic Lateral Sclerosis Interspeech 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 Diagnosing Dysarthria with Long Short-Term Memory Networks Interspeech 2019 Effects of Urgent Speech and Congruent/Incongruent Text on Speech Intelligibility in Noise and Reverberation Interspeech 2019 Excitation Source and Vocal Tract System Based Acoustic Features for Detection of Nasals in Continuous Speech Interspeech 2019 Exploring Critical Articulator Identification from 50Hz RT-MRI Data of the Vocal Tract Interspeech 2019 Harmonic Beamformers for Non-Intrusive Speech Intelligibility Prediction Interspeech 2019 Improvement and Assessment of Spectro-Temporal Modulation Analysis for Speech Intelligibility Estimation Interspeech 2019 Learning Alignment for Multimodal Emotion Recognition from Speech Interspeech 2019 Multi-Modal Learning for Speech Emotion Recognition: An Analysis and Comparison of ASR Outputs with Ground Truth Transcription Interspeech 2019 Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia Interspeech 2019 NITK Kids’ Speech Corpus 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 Speech Organ Contour Extraction Using Real-Time MRI and Machine Learning Method Interspeech 2019