Fatemeh Bagheri
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Publications per year
226
Top categories
Audio and Speech Processing×2Sound×1
Frequent co-authors
Research Timeline
2026
Multi-Phonation Graph Learning with Self-Supervised Speech Embeddings for ALS Detection and Progression Prediction
This paper proposes a graph framework using pretrained SSL embeddings for speech analysis in Amyotrophic Lateral Sclerosis (ALS) patients, achieving better results than validation baselines on the SAND dataset.
Self-Supervised Audio Representation Learning for Pediatric Asthma Detection in Emergency Care Using Digital Stethoscope Recordings
This study investigates the feasibility of pediatric asthma detection in emergency departments using breath sound recordings and machine learning with pretrained self-supervised speech representation models.
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Papers
eess.AScs.SDNEWEmpiricalJul 28, 2026
Multi-Phonation Graph Learning with Self-Supervised Speech Embeddings for ALS Detection and Progression Prediction
This paper proposes a graph framework using pretrained SSL embeddings for speech analysis in Amyotrophic Lateral Sclerosis (ALS) patients, achieving better results than validation baselines on the SAN…
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eess.AS