Conformer: Convolution-augmented Transformer for Speech Recognition

Anmol Gulati, James Qin, Chung‐Cheng Chiu, +8

EngineeringMachine LearningGlobal DependenciesSpeech RecognitionNatural Language Processing +16

Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis

Yuxuan Wang, Daisy Stanton, Yu Zhang, +7

arXiv (Cornell University)

MusicEngineeringMachine LearningStyle TransferEnd-to-end Speech Synthesis +19

Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis

Jia Ye, Yu Zhang, Ron J. Weiss, +8

arXiv (Cornell University)

EngineeringMachine LearningMultispeaker Text-to-speech SynthesisSpeech RecognitionNatural Language Processing +18

Conformer: Convolution-augmented Transformer for Speech Recognition

Anmol Gulati, James Qin, Chung‐Cheng Chiu, +8

arXiv (Cornell University)

EngineeringMachine LearningGlobal DependenciesSpeech RecognitionNatural Language Processing +16

ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context

Wei Han, Zhengdong Zhang, Yu Zhang, +6

Convolutional Neural NetworkEngineeringMachine LearningExternal Language ModelSpeech Recognition +19

w2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training

Yu-An Chung, Yu Zhang, Wei Han, +4

2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)

Self-supervised Speech Pre-trainingLlm Fine-tuningEngineeringMachine LearningSpoken Language Processing +21

Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis

Jia Ye, Yu Zhang, Ron J. Weiss, +8

Neural Information Processing Systems

EngineeringMachine LearningMultispeaker Text-to-speech SynthesisSpeech RecognitionNatural Language Processing +18

Improved Noisy Student Training for Automatic Speech Recognition

Daniel Park, Yu Zhang, Jia Ye, +5

A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency

Tara N. Sainath, Yanzhang He, Bo Li, +25

EngineeringComputer ArchitectureWord Error RateSpoken Language ProcessingData Streaming Architecture +23

Deep beamforming networks for multi-channel speech recognition

Xiong Xiao, Shinji Watanabe, Hakan Erdoğan, +7

Deep Beamforming NetworksDeep Neural NetworksEngineeringMachine LearningData Science +12