Abstract: In this work, we propose CleanMel, a single-channel Mel-spectrogram denoising and dereverberation network for improving both speech quality and automatic speech recognition (ASR) performance ...

Abstract: Nowadays, 5G network deployments and use cases increasingly rely on Artificial Intelligence to enhance network security. Machine Learning models can be leveraged to detect and classify ...

This repository contains the implementation of (MQGAN) for audio synthesis. The project is structured to facilitate the entire workflow from data preparation to model deployment.

Diffusion Speech is a diffusion-based text-to-speech model. Our speech synthesis pipeline is quite simple. We use a diffusion transformer model (DiT) to predict the duration of each phoneme. Then we ...