SLP-P13.9
LARGE LANGUAGE MODELS AS A PROXY FOR HUMAN EVALUATION IN ASSESSING THE COMPREHENSIBILITY OF DISORDERED SPEECH TRANSCRIPTION
Katrin Tomanek, Jimmy Tobin, Subhashini Venugopalan, Google, United States of America; Richard Cave, UCL, United Kingdom of Great Britain and Northern Ireland; Katie Seaver, Jordan R. Green, MGH, United States of America; Rus Heywood, Google, United States of America
Session:
SLP-P13: Speech analysis and language disorder analysis Poster
Track:
Speech and Language Processing
Location:
Poster Zone 1B
Poster Board PZ-1B.9
Poster Board PZ-1B.9
Presentation Time:
Wed, 17 Apr, 16:30 - 18:30 (UTC +9)
Session Co-Chairs:
Ehsan Variani, Google and SABATO MARCO SINISCALCHI, University of Palermo
Session SLP-P13
SLP-P13.1: DEMENTIA ASSESSMENT USING MANDARIN SPEECH WITH AN ATTENTION-BASED SPEECH RECOGNITION ENCODER
Zih-Jyun Lin, Yi-Ju Chen, Po-Chih Kuo, National Tsing Hua University, Taiwan; Likai Huang, Chaur-Jong Hu, Shuang-Ho Hospital, Taiwan; Cheng-Yu Chen, Taipei Medical University, Taiwan
SLP-P13.2: SPECTRAL ANALYSIS OF VOWELS AND FRICATIVES AT VARIED LEVELS OF DYSARTHRIA SEVERITY FOR AMYOTROPHIC LATERAL SCLEROSIS
Chowdam Venkata Thirumala Kumar, International Institute of Information Technology, Hyderabad, India; Tanuka Bhattacharjee, Indian Institute of Science, India; Seena Vengalil, Saraswati Nashi, Madassu Keerthipriya, Yamini Belur, Nalini Atchayaram, National Institute of Mental Health and Neurosciences, India; Prasanta Kumar Ghosh, Indian Institute of Science, India
SLP-P13.3: Addressing Data Scarcity In Voice Disorder Detection with Self-Supervised Models
Rijul Gupta, Catherine Madill, Dhanshree Gunjawate, Duy Duong Nguyen, Craig Jin, The University of Sydney, Australia
SLP-P13.4: WHISPER-BASED TRANSFER LEARNING FOR ALZHEIMER DISEASE CLASSIFICATION: LEVERAGING SPEECH SEGMENTS WITH FULL TRANSCRIPTS AS PROMPTS
Jinpeng Li, Wei-Qiang Zhang, Tsinghua University, China
SLP-P13.5: Promoting Independence of Depression and Speaker Features for Speaker Disentanglement in Speech-based Depression Detection
Lishi ZUO, Man-Wai MAK, Youzhi TU, Hong Kong Polytechnic University, China
SLP-P13.6: SYLLABLE LEVEL FEATURES FOR PARKINSON'S DISEASE DETECTION FROM SPEECH
Sevada Hovsepyan, Mathew Magimai Doss, Idiap Reserach Institute, Switzerland
SLP-P13.7: LONGITUDINAL MODELING OF DEPRESSION SHIFTS USING SPEECH AND LANGUAGE
Paula Andrea Perez-Toro, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany; Judith Dineley, Agnieszka Kaczkowska, Pauline Conde, Yuezhou Zhang, King’s College London, United Kingdom of Great Britain and Northern Ireland; Faith Matcham, University of Sussex, United Kingdom of Great Britain and Northern Ireland; Sara Siddi, Fundació Sant Joan de Déu, CIBERSAM, Spain; Josep Maria Haro Abad, Fundació Sant Joan de Déu, Spain; Stuart Bruce, Til Wykes, King’s College London, United Kingdom of Great Britain and Northern Ireland; Raquel Bailón, University of Zaragoza, Spain; Srinivasan Vairavan, Janssen Research and Development LLC, United States of America; Richard J.B. Dobson, King’s College London, United Kingdom of Great Britain and Northern Ireland; Andreas Maier, Elmar Nöth, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany; Juan Rafael Orozco-Arroyave, University of Antioquia, Colombia; Vaibhav A. Narayan, Davos Alzheimer’s Collaborative, United Kingdom of Great Britain and Northern Ireland; Matthew Hotopf, Nicholas Cummins, The RADAR-CNS Consortium, King’s College London, United Kingdom of Great Britain and Northern Ireland
SLP-P13.8: INAPPROPRIATE PAUSE DETECTION IN DYSARTHRIC SPEECH USING LARGE-SCALE SPEECH RECOGNITION
Jeehyun Lee, Yerin Choi, Sogang University, Korea, Republic of; Tae-Jin Song, Ewha Womans University College of Medicine, Korea, Republic of; Myoung-Wan Koo, Sogang University, Korea, Republic of
SLP-P13.9: LARGE LANGUAGE MODELS AS A PROXY FOR HUMAN EVALUATION IN ASSESSING THE COMPREHENSIBILITY OF DISORDERED SPEECH TRANSCRIPTION
Katrin Tomanek, Jimmy Tobin, Subhashini Venugopalan, Google, United States of America; Richard Cave, UCL, United Kingdom of Great Britain and Northern Ireland; Katie Seaver, Jordan R. Green, MGH, United States of America; Rus Heywood, Google, United States of America
SLP-P13.10: Refining Text Input for Augmentative and Alternative Communication (AAC) Devices: Analysing Language Model Layers for Optimisation
Hussein Yusufali, Roger Moore, Stefan Goetze, The University of Sheffield, United Kingdom of Great Britain and Northern Ireland
SLP-P13.11: TOWARDS INTERPRETABILITY OF AUTOMATIC PHONEME ANALYSIS IN CLEFT LIP AND PALATE SPEECH
Ilja Baumann, Dominik Wagner, Technische Hochschule Nürnberg Georg Simon Ohm, Germany; Maria Schuster, Ludwig-Maximilians University, Germany; Elmar Nöth, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany; Tobias Bocklet, Technische Hochschule Nürnberg Georg Simon Ohm, Germany
SLP-P13.12: ESTIMATING SYMPTOMS AND CLINICAL SIGNS INSTEAD OF DISORDERS: THE PATH TOWARD THE CLINICAL USE OF VOICE AND SPEECH BIOMARKERS IN PSYCHIATRY
Vincent P. Martin, Luxembourg Institute of Health, Luxembourg; Jean-Luc Rouas, Centre National de la Recherche Scientifique, Luxembourg
SLP-P13.13: CONCEALING MEDICAL CONDITION BY NODE TOGGLING IN ASR FOR DEMENTIA PATIENTS
Wei-Tung Hsu, Chin-Po Chen, Chi-Chun Lee, National Tsing Hua University, Taiwan
SLP-P13.14: AUTOMATIC DETECTION OF SLEEPINESS-RELATED SYNDROMES AND SYMPTOMS USING VOICE AND SPEECH BIOMARKERS
Vincent P. Martin, Luxembourg Institute of Health, France; Jean-Luc Rouas, Centre National de la Recherche Scientifique, France; Pierre Philip, Université de Bordeaux, France
Contacts