Alex Waibel
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Alexander Waibel (born 2 May 1956) is a professor of Computer Science at
Carnegie Mellon University Carnegie Mellon University (CMU) is a private research university in Pittsburgh, Pennsylvania, United States. The institution was established in 1900 by Andrew Carnegie as the Carnegie Technical Schools. In 1912, it became the Carnegie Institu ...
and
Karlsruhe Institute of Technology The Karlsruhe Institute of Technology (KIT; ) is both a German public research university in Karlsruhe, Baden-Württemberg, and a research center of the Helmholtz Association. KIT was created in 2009 when the University of Karlsruhe (), founde ...
(KIT). Waibel's research focuses on automatic
speech recognition Speech recognition is an interdisciplinary subfield of computer science and computational linguistics that develops methodologies and technologies that enable the recognition and translation of spoken language into text by computers. It is also ...
, translation and human-machine interaction. His work has introduced cross-lingual communication systems, such as consecutive and simultaneous interpreting systems on a variety of platforms. In fundamental research on machine learning, he is known for the Time Delay Neural Network (TDNN), the first
Convolutional Neural Network A convolutional neural network (CNN) is a type of feedforward neural network that learns features via filter (or kernel) optimization. This type of deep learning network has been applied to process and make predictions from many different ty ...
(CNN) trained by
gradient descent Gradient descent is a method for unconstrained mathematical optimization. It is a first-order iterative algorithm for minimizing a differentiable multivariate function. The idea is to take repeated steps in the opposite direction of the gradi ...
, using
backpropagation In machine learning, backpropagation is a gradient computation method commonly used for training a neural network to compute its parameter updates. It is an efficient application of the chain rule to neural networks. Backpropagation computes th ...
. Alex Waibel introduced the TDNN in 1987 a
ATR
in Japan.


Early life and education

Waibel spent part of his schooling in Barcelona, before entering the ''humanistisches Gymnasium'' in Ludwigshafen. From 1976 to 1979, he studied electrical engineering and computer science at the
Massachusetts Institute of Technology The Massachusetts Institute of Technology (MIT) is a Private university, private research university in Cambridge, Massachusetts, United States. Established in 1861, MIT has played a significant role in the development of many areas of moder ...
. He was presented with the Guillamin Award for the best undergraduate thesis in 1979. In the same year, he joined
Carnegie Mellon Carnegie may refer to: People *Carnegie (surname), including a list of people with the name **Andrew Carnegie, Scottish-American industrialist and philanthropist * Clan Carnegie, a lowland Scottish clan Institutions Named for Andrew Carnegie * ...
University, where he received an MS degree in 1980 and PhD degrees in computer science and cognitive science in 1986.


Academic career and research

Waibel is the director of interACT, the International Center for Advanced Communication Technologies at Karlsruhe Institute of Technology. He was one of the founders of C-STAR, an international consortium for speech translation research, and served as its chairman from 1998 to 2000. In 2003, C-STAR evolved into IWSLT, the International Conference on Spoken Language Translation. Waibel has been chairman of its steering committee since its inception. He directed and coordinated several multisite research programs in Europe and the US, including the CHIL program (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 was project coordinator of the IP EU-BRIDGE, funded by the EC (2012-2014). In C-STAR, his team developed the
JANUS In ancient Roman religion and myth, Janus ( ; ) is the god of beginnings, gates, transitions, time, duality, doorways, passages, frames, and endings. He is usually depicted as having two faces. The month of January is named for Janus (''Ianu ...
speech translation system, the first American and European Speech Translation system, and in 2005, the first real-time simultaneous speech translation system for lectures. He developed with his lab several multimodal systems includin
face trackinglip readingemotion recognition from speechperceptual meeting roomsmeeting recognizersmeeting browsers
and multimodal dialog systems for humanoid robots. In the early 2020s, the team proposed low-latency simultaneous interpretation algorithms that are able to deliver full end-to-end speech interpretation predictively and in real-time. The systems could deliver super-human performance at low-latency. Waibel and his team established that large neural architectures can deliver multilingual performance in speech recognition an
translation
and could add new languages incrementally. Waibel demonstrated the first automatic interpreting services at the European Parliament in 2012. From 2019 to 2023, he directed OML (Organic Machine Learning) funded by the Federal Ministry of Education and Research (Germany), a fundamental research project to develop incremental and interactive machine learning, aiming to help AI better handle surprise in language and robotics.


Entrepreneurship

In the areas of speech, speech translation, and multimodal interfaces Waibel holds several patents and has founded and co-founded successful commercial ventures. He was the founder and chairman of Mobile Technologies, LLC, maker of the
Jibbigo Jibbigo was a mobile offline language translation application that was developed by Mobile Technologies, LLC and Dr. Alex Waibel, a professor at Carnegie Mellon. Jibbigo is an offline voice translator and does not need phone or data connectivity t ...
mobile speech-to-speech app to translate speech on a phone. In 2005, Waibel unveiled the world's first automatic simultaneous translation service at a press conference at KIT and at Carnegie Mellon University stating that "the lecture translator automatically records, transcribes and translates the speech of a lecturer in real-time, and students can follow the lecture in their language on their PC or mobile phone." Deployed in 2012, it serves foreign students as the pioneering service of its kind. In 2013, Jibbigo was acquired by Facebook Inc. and Waibel joined the company to start the Language Technology Group which became part of Facebook's broader Applied Machine Learning efforts. He was co-founder and director of MultiModal Technologies, Inc. and M*Modal, specializing in medical records, which merged with 3M in 2019. In 2015, he cofounded KITES GmbH, to deploy simultaneous speech translation services to Universities and to the European Parliament. KITES was acquired b
Zoom
in 2021 and now delivers automatic subtitling and simultaneous translation during Zoom video conferencing calls. Waibel serves as Research Fellow at Zoom and on Advisory Boards in related enterprises.


Libel case against Wikimedia Foundation

In October 2018, Waibel closed out a successful legal case against Wikimedia Foundation citing German libel laws. The Wikipedia article's content was ruled defamatory because the link supporting its claims was no longer active, a phenomenon known as
link rot Link rot (also called link death, link breaking, or reference rot) is the phenomenon of hyperlinks tending over time to cease to point to their originally targeted file, web page, or server due to that resource being relocated to a new address ...
. According to the press release from the legal firm that represented Waibel, Raue LLP, German Wikipedia entry contained the incorrect claim that Waibel research was tied to American secret services, as reported by the German media ( of
Mitteldeutscher Rundfunk (; "Central German Broadcasting"), shortened to MDR (; stylized as mdr), is the public broadcaster for the federal states of Thuringia, Saxony and Saxony-Anhalt in Germany. Established in January 1991, its headquarters are in Leipzig, wi ...
). At that time, Mitteldeutscher Rundfunk was also engaged in legal proceedings, claiming they stand by their reporting.


Awards and honours

Alex Waibel is a recipient of the
IEEE The Institute of Electrical and Electronics Engineers (IEEE) is an American 501(c)(3) organization, 501(c)(3) public charity professional organization for electrical engineering, electronics engineering, and other related disciplines. The IEEE ...
Senior Best Paper Award for work on the TDNN (1990). He was awarded the Alcatel-SEL "Forschungspreis Technische Kommunikation" in 1994 for his work on computer speech translation systems. In 2002, he received the Allen Newell Award for Research Excellence and the Met
Prize
in 2011 with Jibbigo Mobile Translators for outstanding mobile voice translators bringing speech translation to mobile devices. In 2014, he was the recipient of the Antonio Zampolli Prize for "outstanding contributions to the advancement of Language Resources and Language Technology Evaluation within Human Language Technology",
LREC The International Conference on Language Resources and Evaluation is an international conference organised by the ELRA Language Resources Association every other year (on even years) with the support of institutions and organisations involved in N ...
. With InterACT, he was awarded a second Meta Prize in 2016. He received the Sustained Accomplishment Award of the ACM-ICMI for his work on multimodal interfaces (2019). In 2023, he became the 21st honoree to receive the
IEEE James L. Flanagan Speech and Audio Processing Award The IEEE James L. Flanagan Speech and Audio Processing Award is a Institute of Electrical and Electronics Engineers#Technical field awards, Technical Field Award presented by the IEEE for an outstanding contribution to the advancement of speech a ...
for "pioneering work on speech translation and supporting technologies". Waibel has been a Life Fellow of the
IEEE The Institute of Electrical and Electronics Engineers (IEEE) is an American 501(c)(3) organization, 501(c)(3) public charity professional organization for electrical engineering, electronics engineering, and other related disciplines. The IEEE ...
, a Fellow of the International Speech Communication Association (ISCA) and a Member of the National Academy of Sciences of Germany, Leopoldina since 2017. In 2023, Waibel was inducted as Fellow into the Explorers Club citing aviation expeditions and deep sea exploration.


References

{{DEFAULTSORT:Waibel, Alex Living people American computer scientists German computer scientists 1956 births Members of the German National Academy of Sciences Leopoldina Massachusetts Institute of Technology alumni