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LREC 2022
The RaPID4 Workshop - Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments within the 13th Language Resources and Evaluation Conference (LREC2022)
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PROGRAM
Saturday, June 25, 2022 | |
| 09:00–13:00 Session 1 | |
| 09:00–09:10 Welcome and Introduction | |
| 09:10–09:40 Invited Speaker 1: Associate Professor Visar Berisha - Developing speech-based clinical machine learning models that work: should we believe reported accuracies in the academic literature? | |
| 09:40–10:05 | The Effect of eHealth Training on Dysarthric Speech Chiara Pesenti, Loes Van Bemmel, Roeland van Hout and Helmer Strik |
| 10:10–10:30 | Generating Synthetic Clinical Speech Data through Simulated ASR Deletion Error Hali Lindsay, Johannes Tröger, Mario Magued Mina, Philipp Müller, Nicklas Linz, Jan Alexandersson and Inez Ramakers |
| 10:30–11:00 | 10:30 10:30 |
| 11:05–11:30 | A Novel Metrological Approach to a More Consistent Way of Defining and Analyzing Memory Task Difficulty in Word Learning List Tests with Repeated Trials Jeanette Melin and Leslie Pendrill |
| 11:35–12:00 | Extraction and Classification of Acoustic Features from Italian Speaking Children with Autism Spectrum Disorders. Federica Beccaria, Gloria Gagliardi and Dimitrios Kokkinakis |
| 12:05–12:30 | Classification of German Jungian Extraversion and Introversion Texts with Assessment of Changes During the COVID-19 Pandemic Dirk Johannßen, Chris Biemann and David Scheffer |
| 13:00–14:00 | 13:00 13:00 |
| 14:00–16:00 Session 2: PSST Challenge | |
| 14:00–14:20 | The Post-Stroke Speech Transcription (PSST) Challenge Robert C. Gale, Mikala Fleegle, Gerasimos Fergadiotis and Steven Bedrick |
| 14:20–14:40 | Post-Stroke Speech Transcription Challenge (Task B): Correctness Detection in Anomia Diagnosis with Imperfect Transcripts Trang Tran |
| 14:45–15:05 | Speech Data Augmentation for Improving Phoneme Transcriptions of Aphasic Speech Using Wav2Vec 2.0 for the PSST Challenge Birger Moell, Jim O’Regan, Shivam Mehta, Ambika Kirkland, Harm Lameris, joakim gustafson and Jonas Beskow |
| 15:10–15:30 | Data Augmentation for the Post-Stroke Speech Transcription (PSST) Challenge: Sometimes Less Is More Jiahong Yuan, Xingyu Cai and Kenneth Church |
| 15:30–15:50 Open Forum Discussion | |
| 15:50–16:30 | 15:50 15:50 |
| 16:30–18:10 Session 3 | |
| 16:30–17:00 Invited Speaker 2: Dr Athanasios Tsanas - Harnessing voice signals using signal processing and statistical machine learning: applications in mental health and other biomedical and life sciences applications. | |
| 17:05–17:20 | CorEDs: A Corpus on Eating Disorders Melissa Donati and Carlo Strapparava |
| 17:25–17:40 | A Database of Multimodal Data to Construct a Simulated Dialogue Partner with Varying Degrees of Cognitive Health Ruihao Pan, Ziming Liu, Fengpei Yuan, Maryam Zare, Xiaopeng Zhao and Rebecca Jane Passonneau |
| 17:45–18:00 | Segmentation of the Speech Flow for the Evaluation of Spontaneous Productions in Pathologies Affecting the Language Capacity. 4 Case Studies of Schizophrenia Valentina Saccone and Simona Trillocco |
| 18:00–18:10 Closing remarks from the RaPID-4 and PSST organizers | |