Hannah Muckenhirn

Towards Directly Modeling Raw Speech Signal for Speaker Verification Using CNNS

Speaker verification systems traditionally extract and model cepstral features or filter bank energies from the speech signal. In this paper, inspired by the success of neural network-based approaches to model directly raw speech signal for applications such as speech recognition, emotion recognitio…