538 citations · 2.4k across the 71 of their papers we have counts for
9 papers · 1 filter
Multi-Singer: Fast Multi-Singer Singing Voice Vocoder With A Large-Scale Corpus
Rongjie Huang, Feiyang Chen, Yi Ren +3
High-fidelity multi-singer singing voice synthesis is challenging for neural vocoder due to the singing voice data shortage, limited singer generalization, and large computational…
SingGAN: Generative Adversarial Network For High-Fidelity Singing Voice Generation
Rongjie Huang, Chenye Cui, Feiyang Chen +5
Deep generative models have achieved significant progress in speech synthesis to date, while high-fidelity singing voice synthesis is still an open problem for its long continuous…
FedSpeech: Federated Text-to-Speech with Continual Learning
Ziyue Jiang, Yi Ren, Ming Lei +1
Federated learning enables collaborative training of machine learning models under strict privacy restrictions and federated text-to-speech aims to synthesize natural speech of mul…
PortaSpeech: Portable and High-Quality Generative Text-to-Speech
Yi Ren, Jinglin Liu, Zhou Zhao
Non-autoregressive text-to-speech (NAR-TTS) models such as FastSpeech 2 and Glow-TTS can synthesize high-quality speech from the given text in parallel. After analyzing two kinds o…
DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism
Jinglin Liu, Chengxi Li, Yi Ren +2
Singing voice synthesis (SVS) systems are built to synthesize high-quality and expressive singing voice, in which the acoustic model generates the acoustic features (e.g., mel-spec…
FastLR: Non-Autoregressive Lipreading Model with Integrate-and-Fire
Jinglin Liu, Yi Ren, Zhou Zhao +3
Lipreading is an impressive technique and there has been a definite improvement of accuracy in recent years. However, existing methods for lipreading mainly build on autoregressive…
DeepSinger: Singing Voice Synthesis with Data Mined From the Web
Yi Ren, Xu Tan, Tao Qin +3
In this paper, we develop DeepSinger, a multi-lingual multi-singer singing voice synthesis (SVS) system, which is built from scratch using singing training data mined from music we…
FastSpeech 2: Fast and High-Quality End-to-End Text to Speech
Yi Ren, Chenxu Hu, Xu Tan +4
Non-autoregressive text to speech (TTS) models such as FastSpeech can synthesize speech significantly faster than previous autoregressive models with comparable quality. The traini…
Almost Unsupervised Text to Speech and Automatic Speech Recognition
Yi Ren, Xu Tan, Tao Qin +3
Text to speech (TTS) and automatic speech recognition (ASR) are two dual tasks in speech processing and both achieve impressive performance thanks to the recent advance in deep lea…