Data Augmentation for Deep Neural Network Acoustic Modeling

Xiaodong Cui, Vaibhava Goel, Brian Kingsbury

IEEE/ACM Transactions on Audio Speech and Language Processing

EngineeringMachine LearningAutoencodersSpeech RecognitionData Science +16

Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks

Xiao Sun, Jungwook Choi, Chia Yu Chen, +6

Neural Information Processing Systems

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningAutoencoders +16

Dilated Recurrent Neural Networks

Shiyu Chang, Yang Zhang, Wei Han, +7

Neural Information Processing Systems

Recurrent Neural NetworkEngineeringMachine LearningData ScienceSequence Modelling +13

Dilated Recurrent Neural Networks

Shiyu Chang, Yang Zhang, Wei Han, +7

arXiv (Cornell University)

Recurrent Neural NetworkEngineeringMachine LearningData ScienceSequence Modelling +13

A Database of Vocal Tract Resonance Trajectories for Research in Speech Processing

Li Deng, Xiaodong Cui, R. Pruvenok, +4

MusicSpeech CorpusSpeech ScienceLocal Spline InterpolationVocal Tract Resonances +20

Ultra-Low Precision 4-bit Training of Deep Neural Networks

Xiao Sun, Naigang Wang, Chia‐Yu Chen, +7

Neural Information Processing Systems

Convolutional Neural NetworkDeep Neural NetworksEngineeringMachine LearningSparse Neural Network +3

Multilingual representations for low resource speech recognition and keyword search

Jia Cui, Brian Kingsbury, Bhuvana Ramabhadran, +16

EngineeringSpeech CorpusCross-lingual RepresentationMultilingual RepresentationsSpoken Language Processing +17

Data Augmentation for deep neural network acoustic modeling

Xiaodong Cui, Vaibhava Goel, Brian Kingsbury

EngineeringMachine LearningData Augmentation ApproachesAutoencodersNeural Network Training +14

English Conversational Telephone Speech Recognition by Humans and Machines

George Saon, Gakuto Kurata, Tom Sercu, +9

Natural Language ProcessingEngineeringHealth SciencesDeep LearningSpeech Interface +12

Data augmentation for deep convolutional neural network acoustic modeling

Xiaodong Cui, Vaibhava Goel, Brian Kingsbury

Data AugmentationSpeech PerceptionEngineeringMachine LearningData Science +13