Alex Waibel

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Alexander "Alex" Waibel (born 2 May 1956 in Heidelberg, Germany) is a professor of Computer Science at Carnegie Mellon University and Karlsruhe Institute of Technology. Waibel's research interests focus on speech recognition and translation[1] and human communication signals and systems.[2] Waibel is known for time delay neural networks, which he developed.[3]

The time delay neural network (TDNN) was actually the first convolutional neural network (CNN) trained by gradient descent, using the backpropagation algorithm.[4] Alex Waibel introduced the TDNN in the early 1980s at ATR in Japan, the country where Fukushima had earlier published the original CNN architecture called neocognitron. Fukushima, however, did not use gradient descent to train his networks.

BBC summed up Alex Waibel's motivation: "We don’t want to look things up in dictionaries – so I wanted to build a machine to translate speech."[5]

Dr Waibel is the director of interACT,[6] the International Center for Advanced Communication Technologies. He was one of the founders of C-STAR,[7] an international consortium for speech translation research, and served as its chairman from 1998-2000. Waibel directed the CHIL program [8] (FP-6 Integrated Project on multimodality) in Europe and NSF-ITR project STR-DUST (the first domain independent speech translation project) in the U.S. He is project coordinator of the IP EU-BRIDGE,[9] funded by the EC and started on 1 February 2012.

At C-STAR, his team developed the JANUS[10] speech translation system, the first American and European Speech Translation system, and more recently the first real-time simultaneous speech translation system for lectures. His lab has also developed a number of multimodal systems including perceptual meeting rooms, meeting recognizers, meeting browsers and multimodal dialog systems for humanoid robots.

In the areas of speech, speech translation, and multimodal interfaces Dr. Waibel holds several patents[11] and has founded and co-founded several successful commercial ventures. He is the founder and chairman of Mobile Technologies, LLC, maker of the Jibbigo mobile speech-to-speech translation app which uses speech recognition and machine translation.

In 2013 he joined Facebook, INC to start the Language Technology Group which would eventually become part of Facebook's broader Applied Machine Learning efforts. [12]

In October 2018 Dr. Waibel closed out a successful legal case against Wikimedia Foundation citing German libel laws. [13]

References[edit]

  1. ^ "Alex Waibel". cmu.edu. Archived from the original on 2011-08-09. Retrieved 2011-04-22.
  2. ^ "Alex Waibel". csd.cs.cmu.edu. Archived from the original on 2010-01-09. Retrieved 2011-04-22.
  3. ^ Alex Waibel et al, Phoneme Recognition Using Time-Delay Neural Networks IEEE Transactions on Acoustics, Speech, and Signal Processing, Volume 37, No. 3, pp. 328. - 339 March 1989.
  4. ^ Waibel, Alex (December 1987). Phoneme Recognition Using Time-Delay Neural Networks. Meeting of the Institute of Electrical, Information and Communication Engineers (IEICE). Tokyo, Japan.
  5. ^ Moskvitch, Katia (15 February 2017). "The machines that learned to listen". BBC Future. Retrieved 2019-02-06.
  6. ^ (IAR), Roedder, Margit (30 September 2016). "InterACT- Startseite". interact.ira.uka.de.
  7. ^ (inaktiv), Schweizer, Dorothea (28 August 2012). "KIT - C-STAR". isl.anthropomatik.kit.edu.
  8. ^ "CHIL - Computers In the Human Interaction Loop". Archived from the original on 2013-07-22. Retrieved 2013-09-11.
  9. ^ Daroussi, Younes. "EU-BRIDGE". www.eu-bridge.eu.
  10. ^ (IAR), Roedder, Margit (26 January 2018). "KIT - Janus Recognition Toolkit". isl.anthropomatik.kit.edu.
  11. ^ "Alex Waibel Inventions, Patents and Patent Applications - Justia Patents Search". patents.justia.com.
  12. ^ https://triblive.com/business/headlines/4525696-74/facebook-technology-company
  13. ^ https://raue.com/en/news/industries/media-and-telecommunications/media/raue-llp-successful-against-wikipedia/