L. Khadidja Hamaidi

Multi-speaker voice activity detection by an improved multiplicative non-negative independent component analysis with sparseness constraints

We propose an improved version of the non-negative independent component analysis algorithm that uses a multiplicative update rule (M-NICA). We examine a challenging NICA application in a noise-embedded multi-speaker voice activity detection (VAD) setup. We present a novel approach that includes spa…