aTENNuate: Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio

Yan Ru Pei, Ritik Shrivastava, FNU Sidharth

We present aTENNuate, a simple deep state-space autoencoder configured for efficient online raw speech enhancement in an end-to-end fashion. The network's performance is primarily…