5 papers
High Fidelity Speech Regeneration with Application to Speech Enhancement
Adam Polyak, Lior Wolf, Yossi Adi +2
Speech enhancement has seen great improvement in recent years mainly through contributions in denoising, speaker separation, and dereverberation methods that mostly deal with envir…
Unsupervised Cross-Domain Singing Voice Conversion
Adam Polyak, Lior Wolf, Yossi Adi +1
We present a wav-to-wav generative model for the task of singing voice conversion from any identity. Our method utilizes both an acoustic model, trained for the task of automatic s…
TTS Skins: Speaker Conversion via ASR
Adam Polyak, Lior Wolf, Yaniv Taigman
We present a fully convolutional wav-to-wav network for converting between speakers' voices, without relying on text. Our network is based on an encoder-decoder architecture, where…
A Universal Music Translation Network
Noam Mor, Lior Wolf, Adam Polyak +1
We present a method for translating music across musical instruments, genres, and styles. This method is based on a multi-domain wavenet autoencoder, with a shared encoder and a di…
Fitting New Speakers Based on a Short Untranscribed Sample
Eliya Nachmani, Adam Polyak, Yaniv Taigman +1
Learning-based Text To Speech systems have the potential to generalize from one speaker to the next and thus require a relatively short sample of any new voice. However, this promi…