26-30 July 2026

EMBC 2026

Toronto, Canada
Mo.2.3.6

INVESTIGATING SELF-SUPERVISED SPEECH REPRESENTATION FOR TRAUMATIC BRAIN INJURY DETECTION UNDER DATA SCARCITY

Adebanji Adeleye, Anubha Kalra, Gautam Anand, Nathan Allen, Auckland University of Technology

Session:
Mo.2.3: Speech and Voice Signal Processing Oral

Track:
Biomedical Signal Processing

Location:
Room 803AB

Presentation Time:
Monday, 27 July, 15:45 - 16:00

Session Co-Chairs:
Beena Ahmed and Bence Halpern
Presentation
Discussion
Resources
No resources available.
Session Mo.2.3
Mo.2.3.1: SENTENCE-LEVEL SPEECH RECOGNITION PERFORMANCE FOR EMG AND AUDIO+EMG FUSION
Jumana Matouq, Omar Abulayla, German Jordanian University; Rami Khushaba, Transport for NSW; Adel Al-Jumaily, Melbourne Institute of Technology
Mo.2.3.2: LMU-Based Sequential Learning and Posterior Ensemble Fusion for Cross-Domain Infant Cry Classification
Niloofar Jazaeri, Hilmi R. Dajani, University of Ottawa; Marco Janeczek, Crynostics; Martin Bouchard, University of Ottawa
Mo.2.3.3: Zero-Shot Cognitive Impairment Detection from Speech Using AudioLLM
Mostafa Shahin, Beena Ahmed, Julien Epps, University of New South Wales
Mo.2.3.4: IMPROVING AUTOMATIC SPEECH RECOGNITION FOR SPEAKERS TREATED FOR ORAL CANCER USING DATA AUGMENTATION AND LLM ERROR CORRECTION
Hidde Folkertsma, University of Groningen; Thomas Tienkamp, University Hospital Cologne; Sebastiaan de Visscher, Max Witjes, University Medical Center Groningen; Rob van Son, Netherlands Cancer Institute; Jiapan Guo, University of Groningen; Bence Mark Halpern, Nagoya University
Mo.2.3.5: EVALUATING VOCAL DYNAMICS IN CHILDREN USING A NEUROMORPHIC APPROACH
Marco Vincenzo Maselli, Laura Fiorini, Elena Adelucci, Chiara Pecini, Stefano Scatigna, University of Florence; Giuseppina Sgandurra, Maria Chiara di Lieto, Benedetta del Lucchese, IRCCS Stella Maris; Filippo Cavallo, University of Florence
Mo.2.3.6: INVESTIGATING SELF-SUPERVISED SPEECH REPRESENTATION FOR TRAUMATIC BRAIN INJURY DETECTION UNDER DATA SCARCITY
Adebanji Adeleye, Anubha Kalra, Gautam Anand, Nathan Allen, Auckland University of Technology
Resources
No resources available.