2 papers
cs.LG2025
The use of vocal biomarkers in the detection of Parkinson's disease: a robust statistical performance comparison of classic machine learning models
Katia Pires Nascimento do Sacramento, Elliot Q. C. Garcia, Nicéias Silva Vilela +2
Parkinson's disease (PD) is a progressive neurodegenerative disorder that, in addition to directly impairing functional mobility, is frequently associated with vocal impairments su…
cs.SD2025
Text-Independent Speaker Identification Using Audio Looping With Margin Based Loss Functions
Elliot Q C Garcia, Nicéias Silva Vilela, Kátia Pires Nascimento do Sacramento +1
Speaker identification has become a crucial component in various applications, including security systems, virtual assistants, and personalized user experiences. In this paper, we…