Conformer: Convolution-augmented Transformer for Speech Recognition

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

EngineeringMachine LearningGlobal DependenciesSpeech RecognitionNatural Language Processing +16

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

Improved Noisy Student Training for Automatic Speech Recognition

Daniel Park, Yu Zhang, Jia Ye, +5

Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition

Zhang Yu, James Qin, Daniel Park, +5

arXiv (Cornell University)

EngineeringMachine LearningSpoken Language ProcessingSpeech RecognitionNatural Language Processing +17

BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition

Yu Zhang, Daniel Park, Wei Han, +23

IEEE Journal of Selected Topics in Signal Processing

Learning semantic relationships for better action retrieval in images

Vignesh Ramanathan, Congcong Li, Jia Deng, +7

EngineeringMachine LearningImage RetrievalMean ApVideo Retrieval +17

A Better and Faster end-to-end Model for Streaming ASR

Bo Li, Anmol Gulati, Jiahui Yu, +12

EngineeringMachine LearningEndpointer LatencyComputer ArchitectureData Streaming Architecture +20

A Comparison of End-to-End Models for Long-Form Speech Recognition

Chung‐Cheng Chiu, Wei Han, Yu Zhang, +11

2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)

EngineeringMachine LearningSpoken Language ProcessingRecurrent Neural NetworkLong Utterances +17