Rachid Riad

Calliope Film Resources — United States

Computer Science · Physical Sciences

10h-index316citations44works1.22yr avg
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Research Topics

Speech Recognition and Synthesis(13), Natural Language Processing Techniques(11), Genetic Neurodegenerative Diseases(9), Mental Health via Writing(7), Topic Modeling(6)

Publications44 total

ParkMAE: a cross-linguistic masked autoencoder framework for robust Parkinson’s disease detection from speech
Scientific Reports·2025· 1 citedOpen Access
SLAP: Learning Speaker and Health-Related Representations from Natural Language Supervision
arXiv (Cornell University)·2025Open Access
Robust fine-tuning of speech recognition models via model merging: application to disordered speech
2025
In-context learning capabilities of Large Language Models to detect suicide risk among adolescents from speech transcripts
2025
Robust fine-tuning of speech recognition models via model merging: application to disordered speech
arXiv (Cornell University)·2025Open Access
In-context learning capabilities of Large Language Models to detect suicide risk among adolescents from speech transcripts
arXiv (Cornell University)·2025Open Access
Quantized Approximate Signal Processing (QASP): Towards Homomorphic Encryption for audio
arXiv (Cornell University)·2025Open Access
Automated speech content analysis to detect depression with large language models: towards multilingual and few-shot capabilities
2025Open Access
Quantized Approximate Signal Processing (Qasp): Towards Homomorphic Encryption for Audio
SSRN Electronic Journal·2025Open Access
Probing mental health information in speech foundation models
arXiv (Cornell University)·2024· 1 citedOpen Access
Automated Speech Analysis for Risk Detection of Depression, Anxiety, Insomnia, and Fatigue: Algorithm Development and Validation Study
Journal of Medical Internet Research·2024· 14 citedOpen Access
Graph methods to infer spatial disturbances: Application to Huntington's Disease's speech
Cortex·2024· 1 citedOpen Access
Automated speech analysis for risk detection of depression, anxiety, insomnia, and fatigue: Algorithm Development and Validation Study
2024Open Access
Automated Speech Analysis for Risk Detection of Depression, Anxiety, Insomnia, and Fatigue: Algorithm Development and Validation Study (Preprint)
2024Open Access
Introducing Topography in Convolutional Neural Networks
2023· 1 citedOpen Access
Introducing topography in convolutional neural networks
arXiv (Cornell University)·2022Open Access
F51 Disfluencies in spontaneous speech as a marker in Huntington’s disease
2022· 1 cited
F50 Predicting clinical scores in Huntington’s disease: a lightweight speech test
2022
Emotion expression through spoken language in Huntington disease
Cortex·2022· 10 citedOpen Access
Predicting clinical scores in Huntington’s disease: a lightweight speech test
Journal of Neurology·2022· 16 citedOpen Access
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Frequent Co-authors

Emmanuel Dupoux(22), Anne‐Catherine Bachoud‐Lévi(14), Hadrien Titeux(12), Laurie Lemoine(9), A. Lesage(9), Justine Montillot(8), Jennifer Hamet Bagnou(7), Pierre Godard(6), Philip Arthur(6), Graham Neubig(5), Xuan-Nga Cao(5), Agnès Sliwinski(5), Katia Youssov(5), Marc de Gennes(5), Alexandre Ducorroy(5), Neil Zeghidour(4), Odette Scharenborg(4), Alan W. Black(4), Mark Hasegawa‐Johnson(4), Florian Metze(4)