Mike Chrzanowski
3 papers in the PaperMetrix corpus
Papers by this author
-
Learning and Evaluating General Linguistic Intelligence
2019 · arXiv (Cornell University)
We define general linguistic intelligence as the ability to reuse previously acquired knowledge about a language's lexicon, syntax, semantics, and pragmatic conventions to adapt to new tasks quickly. Using this definition, we analyze state-of-the-art natural …
-
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
2015 · arXiv (Cornell University)
We show that an end-to-end deep learning approach can be used to recognize either English or Mandarin Chinese speech--two vastly different languages. Because it replaces entire pipelines of hand-engineered components with neural networks, end-to-end learning …
-
Deep Voice: Real-time Neural Text-to-Speech
2017 · arXiv (Cornell University)
We present Deep Voice, a production-quality text-to-speech system constructed entirely from deep neural networks. Deep Voice lays the groundwork for truly end-to-end neural speech synthesis. The system comprises five major building blocks: a segmentation model …