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Research and publications


  1. Anti-aliasing regularization in stacking layers
  2. Algorithmic Exploration of American English Dialects
  3. A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency
  4. Phoneme-Based Contextualization for Cross-Lingual Speech Recognition in End-to-End Models
  5. Better Morphology Prediction for Better Speech Systems
  6. Model Unit Exploration for Sequence-to-Sequence Speech Recognition
  7. Phoebe: Pronunciation-aware Contextualization for End-to-end Speech Recognition
  8. Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
  9. Dictionary Augmented Sequence-to-Sequence Neural Network for Grapheme to Phoneme prediction
  10. Sequence-to-Sequence Neural Network Model with 2D Attention for Learning Japanese Pitch Accents
  11. Pronunciation learning with RNN-transducers
  12. Learning Personalized Pronunciations for Contact Name Recognition
  13. NN-grams: Unifying neural network and n-gram language models for speech recognition
  14. On the compression of recurrent neural networks with an application to LVCSR acoustic modeling for embedded speech recognition
  15. Optimizing OPC data sampling based on orthogonal vector space
  16. Exploring the Nature of Trader Intuition
  17. Model-based scanner tuning in a manufacturing environment
  18. Investigating signal integration with canonical correlation analysis of fMRI brain activation data
  19. Human imagination in financial markets with insiders
  20. A Mind for the Market: an fMRI Study of Attribution of Mental States to Financial Markets
  21. SCR Recording During fMRI Acquisition


  1. Compressed recurrent neural network models
  2. Date and/or time resolution
  3. Learning personalized entity pronunciations
  4. Information matrix creation and calibration test pattern selection based on computational lithography model parameter
  5. Calibration pattern selection based on noise sensitivity
  6. Harmonic resist model for use in a lithographic apparatus and a device manufacturing method

Note: Additional US patent applications under review (closed to the general public).