M2Met: The Icassp 2022 Multi-Channel Multi-Party Meeting Transcription Challenge

Fan Yu, Shiliang Zhang, Yihui Fu, +9

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

EngineeringMachine LearningSpeech Signal ProcessingMolecular BiologySpeech Recognition +17

The Accented English Speech Recognition Challenge 2020: Open Datasets, Tracks, Baselines, Results and Methods

Xian Shi, Fan Yu, Yizhou Lu, +5

Big ChallengeEngineeringMachine LearningSpeech CorpusSpoken Language Processing +17

Study on the effect of the environmental protection industry and investment for the national economy: An input-output perspective

Fan Yu, Shunze Wu, Yuantang Lu, +1

Journal of Cleaner Production

PollutionNational EconomiesEconomicsEconomic PolicyNational Economy +10

Unified Streaming and Non-streaming Two-pass End-to-end Model for Speech Recognition

Binbin Zhang, Di Wu, Zhuoyuan Yao, +7

arXiv (Cornell University)

EngineeringMachine LearningSpoken Language ProcessingHybrid Ctc/attention ArchitectureSpeech Recognition +18

Elastic Deep Learning in Multi-Tenant GPU Clusters

Yidi Wu, Kaihao Ma, Xiao Yan, +6

IEEE Transactions on Parallel and Distributed Systems

Cluster ComputingEngineeringMachine LearningComputer ArchitectureParallelism Adjustments +14

TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism

Zhenkun Cai, Xiao Yan, Kaihao Ma, +5

IEEE Transactions on Parallel and Distributed Systems

Artificial IntelligenceEngineeringMachine LearningDistributed DnnEducation +18

A New Satellite-Based Indicator for Estimation of the Western North Pacific Tropical Cyclone Current Intensity

Xiaoyong Zhuge, Jian Guan, Fan Yu, +1

IEEE Transactions on Geoscience and Remote Sensing

Storm SurgeEngineeringWeather ForecastingClimate ModelingOceanography +20

Development of a high spatiotemporal resolution cloud-type classification approach using Himawari-8 and CloudSat

Chengwei Zhang, Xiaoyong Zhuge, Fan Yu

International Journal of Remote Sensing

Earth ObservationEnvironmental MonitoringEngineeringTerrestrial SensingImage Analysis +15

Hyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning

Xinyan Dai, Yan Xiao, Kaiwen Zhou, +4

arXiv (Cornell University)

Cluster ComputingHigh CostMachine LearningData ScienceEngineering +11

Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference

Zehuan Wang, Yingcan Wei, Minseok Lee, +9

EngineeringMachine LearningGpu BenchmarkingComputer ArchitectureGpu Computing +17