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: Depression is prevalent in patients with Parkinson's disease (PD), due to the dramatic negative impact that behavioral disorders have on daily life. Regrettably, most researchers in the past ...
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 ...
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.
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