2.2k citations · 7.1k across the 72 of their papers we have counts for
3 papers · 2 filters
BigVGAN: A Universal Neural Vocoder with Large-Scale Training
Sang-gil Lee, Wei Ping, Boris Ginsburg +2
Despite recent progress in generative adversarial network (GAN)-based vocoders, where the model generates raw waveform conditioned on acoustic features, it is challenging to synthe…
Generative Modeling for Low Dimensional Speech Attributes with Neural Spline Flows
Kevin J. Shih, Rafael Valle, Rohan Badlani +2
Despite recent advances in generative modeling for text-to-speech synthesis, these models do not yet have the same fine-grained adjustability of pitch-conditioned deterministic mod…
Speech Denoising in the Waveform Domain with Self-Attention
Zhifeng Kong, Wei Ping, Ambrish Dantrey +1
In this work, we present CleanUNet, a causal speech denoising model on the raw waveform. The proposed model is based on an encoder-decoder architecture combined with several self-a…