537 citations · 902 across the 19 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CL2019★ 52 cited
Representation Degeneration Problem in Training Natural Language Generation Models
Jun Gao, Di He, Xu Tan +3
We study an interesting problem in training neural network-based models for natural language generation tasks, which we call the \emph{representation degeneration problem}. We obse…
eess.AS2019★ 79 cited
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…
cs.CL2019★ 13 cited
Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion
Hao Sun, Xu Tan, Jun-Wei Gan +4
Grapheme-to-phoneme (G2P) conversion is an important task in automatic speech recognition and text-to-speech systems. Recently, G2P conversion is viewed as a sequence to sequence t…