Margin-Mixup: A Method for Robust Speaker Verification in Multi-Speaker Audio

no code implementations • 7 Apr 2023 • Jenthe Thienpondt, Nilesh Madhu, Kris Demuynck

Most speaker verification systems are designed with the assumption of a single speaker being present in a given audio segment.

Speaker Verification

Robust Acoustic Scene Classification in the Presence of Active Foreground Speech

no code implementations • 2 Aug 2021 • Siyuan Song, Brecht Desplanques, Celest De Moor, Kris Demuynck, Nilesh Madhu

We show that the use of noise-floor features is complementary to multi-condition training in which foreground speech is added to training signal to reduce the mismatch between training and testing conditions.

Acoustic Scene Classification Scene Classification