TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Martı́n Abadi, Ashish Agarwal, Paul Barham, +36

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolAi Foundation +14

TensorFlow: A system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen, +18

arXiv (Cornell University)

Cluster ComputingEngineeringMachine LearningMachine Learning ToolComputer Architecture +15

Scalability in Perception for Autonomous Driving: Waymo Open Dataset

Pei Sun, Henrik Kretzschmar, Xerxes Dotiwalla, +20

Natural TTS Synthesis by Conditioning Wavenet on MEL Spectrogram Predictions

Jonathan Shen, Ruoming Pang, Ron J. Weiss, +10

EngineeringMachine LearningSpoken Language ProcessingRecurrent Neural NetworkSpeech Recognition +16

Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation

Melvin Johnson, Mike Schuster, Quoc V. Le, +8

Transactions of the Association for Computational Linguistics

Translation StudiesEngineeringMachine LearningCross-lingual RepresentationMultilingualism +15

Tacotron: Towards End-to-End Speech Synthesis

Yuxuan Wang, RJ Skerry-Ryan, Daisy Stanton, +11

EngineeringMachine LearningSpoken Language ProcessingCorpus LinguisticsSpeech Recognition +18

LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech

Heiga Zen, Viet Chau Dang, Rob Clark, +5

Libritts CorpusEngineeringSpeech CorpusSpoken Language ProcessingCorpus Linguistics +20

Fast and memory-efficient regular expression matching for deep packet inspection

Yu Fang, Zhifeng Chen, Yanlei Diao, +2

Internet Traffic AnalysisEngineeringComputer ArchitectureFormal VerificationHardware Security +18

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

Sequence-to-Sequence Models Can Directly Translate Foreign Speech

Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, +2

EngineeringMachine LearningSpeech RecognitionNatural Language ProcessingComputational Linguistics +14