Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

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 allows us to handle a diverse variety of...

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Veröffentlicht in:	arXiv.org 2015-12
Hauptverfasser:	Amodei, Dario, Anubhai, Rishita, Battenberg, Eric, Case, Carl, Casper, Jared, Catanzaro, Bryan, Chen, Jingdong, Chrzanowski, Mike, Coates, Adam, Diamos, Greg, Elsen, Erich, Engel, Jesse, Fan, Linxi, Fougner, Christopher, Han, Tony, Hannun, Awni, Jun, Billy, LeGresley, Patrick, Lin, Libby, Narang, Sharan, Ng, Andrew, Ozair, Sherjil, Prenger, Ryan, Raiman, Jonathan, Satheesh, Sanjeev, Seetapun, David, Sengupta, Shubho, Wang, Yi, Wang, Zhiqian, Wang, Chong, Xiao, Bo, Yogatama, Dani, Zhan, Jun, Zhu, Zhenyao
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Languages Machine learning Neural networks Speech recognition
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