North Weber & Baugh LLP
Deployed end-to-end speech recognition
Embodiments of end-to-end deep learning systems and methods are disclosed to recognize speech of vastly different languages, such as English or Mandarin Chinese. In embodiments, the entire pipelines of hand-engineered components are replaced with neural networks, and the end-to-end learning allows handling a diverse variety of speech including noisy environments, accents, and different languages. Using a trained embodiment and an embodiment of a batch dispatch technique with GPUs in a data center, an end-to-end deep learning system can be inexpensively deployed in an online setting, delivering low latency when serving users at scale.
Baidu USA, LLC
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Shubhabrata Erich Xu Mike Ryan Dani Jesse Zhenyao Awni Chong Jun Sanjeev Christopher Bryan Dario Jingdong
Sengupta Elsen Han Chrzanowski Prenger Yogatama Engel Zhu Hannun Wang Zhan Satheesh Fougner Catanzaro Amodei Chen