2025
SepMamba: State-Space Models for Speaker Separation Using Mamba
Thor Højhus Avenstrup, Boldizsár Elek, István László Mádi, András Bence Schin, Morten Mørup, Bjørn Sand Jensen +1
ICASSP 2025accepted
Deep learning-based single-channel speaker separation has improved significantly in recent years in large part due to the introduction of the transformer-based attention mechanism. However, these improvements come with intense computational demands, precluding their use in many practical application…