Privacy-oriented manipulation of speaker representations

F Teixeira, A Abad, B Raj, I Trancoso - IEEE Access, 2024 - ieeexplore.ieee.org
Speaker embeddings are ubiquitous, with applications ranging from speaker recognition
and diarization to speech synthesis and voice anonymization. The amount of information …

Pathological voice classification system based on CNN-BiLSTM network using speech enhancement and multi-stream approach

S Belabbas, D Addou, SA Selouani - International Journal of Speech …, 2024 - Springer
The paper developing a resilient speech classification system for individuals with voice
disorders poses a formidable challenge due to the significant variability and distortions …

Selfsupervised learning for pathological speech detection

SA Sheikh - arXiv preprint arXiv:2406.02572, 2024 - arxiv.org
Speech production is a complex phenomenon, wherein the brain orchestrates a sequence
of processes involving thought processing, motor planning, and the execution of articulatory …

Impact of Speech Mode in Automatic Pathological Speech Detection

SA Sheikh, I Kodrasi - arXiv preprint arXiv:2406.09968, 2024 - arxiv.org
Automatic pathological speech detection approaches yield promising results in identifying
various pathologies. These approaches are typically designed and evaluated for …