3 papers
eess.AS2024
ECAPA2: A Hybrid Neural Network Architecture and Training Strategy for Robust Speaker Embeddings
Jenthe Thienpondt, Kris Demuynck
In this paper, we present ECAPA2, a novel hybrid neural network architecture and training strategy to produce robust speaker embeddings. Most speaker verification models are based…
eess.AS2023
Behavioral Analysis of Pathological Speaker Embeddings of Patients During Oncological Treatment of Oral Cancer
Jenthe Thienpondt, Caroline M. Speksnijder, Kris Demuynck
In this paper, we analyze the behavior of speaker embeddings of patients during oral cancer treatment. First, we found that pre- and post-treatment speaker embeddings differ signif…
eess.AS2023
Margin-Mixup: A Method for Robust Speaker Verification in Multi-Speaker Audio
Jenthe Thienpondt, Nilesh Madhu, Kris Demuynck
This paper is concerned with the task of speaker verification on audio with multiple overlapping speakers. Most speaker verification systems are designed with the assumption of a s…