Posts Tagged 'Carnegie Mellon'

Carnegie Mellon Releases Data on Haitian Creole to Hasten Development of Translation Tools

In response to the humanitarian crisis in Haiti, scientists at Carnegie Mellon University’s Language Technologies Institute (LTI) have publicly released spoken and textual data they’ve compiled on Haitian Creole so that translation tools desperately needed by doctors, nurses and other relief workers on the earthquake-ravaged island can be rapidly developed.

Since Carnegie Mellon began to make the data publicly available last week, a team at Microsoft Research has used it to help develop an experimental, web-based system for translating between English and Haitian Creole . Translators Without Borders, a not-for-profit association based in Paris, plans to distribute a medical triage dictionary to doctors in Haiti once that data has been converted into a readable format. LTI researchers, likewise, have begun working on their own translation system for Haitian Creole.

Although French is the official language of Haiti and is spoken by elites, Haitian Creole is the most widely spoken language in Haiti, said Robert Frederking, LTI senior systems scientist. Haitian Creole is based on French, but has evolved substantially since Haitians overthrew the French colonists more than 200 years ago. Word meanings have drifted and the language incorporates some African syntax.

“French speakers can sort of puzzle through it, but Creole isn’t penetrable if you don’t know French,” Frederking said. Few translation resources are available for the language, he added.

The Carnegie Mellon data base for Haitian Creole was created in the late 1990s for Diplomat, a project sponsored by the Defense Advanced Research Projects Agency. The project was headed by Jaime Carbonell, LTI director, and focused on developing portable, speech-to-speech translation devices that could be deployed rapidly for Haitian Creole and other languages of special interest to the Department of Defense. Frederking and Alex Rudnicky, principal systems scientist in the Computer Science Department, served as co-principal investigators.

A prototype Haitian Creole translation system was delivered to the U.S. Army, but “as far as we know, nobody ever field-tested it,” Frederking said. The project ended in the late 1990s, but LTI retained the data compiled and produced for the project

Since the Jan. 12 earthquake, LTI researchers decided to begin work on an updated translation system for Haitian Creole that would incorporate the latest translation technologies. To aid other groups pursuing parallel efforts worldwide, they also opted to release the data publicly at www.speech.cs.cmu.edu/haitian/, making it available with minimal restrictions. In addition to the Diplomat material, other data developed by researchers at LTI and elsewhere are being added to the site as they become available.

Given the extreme poverty of Haiti, “nobody is going to make money on a Haitian Creole translator,” Frederking said. “But translation systems could be an important tool, both for the relief workers now involved in emergency response and in the long-term as rebuilding takes place.”

LTI, which focuses on such topics as machine translation, speech processing, information retrieval, text mining and computer-assisted language learning, is one of seven academic units in Carnegie Mellon’s School of Computer Science.

One Sweet Combination — Robotics Meets Strawberries

This press release almost slipped through the grate at Techburgher. Just came across it as I was organizing our ever-growing in-box and couldn’t resist posting it.

It looks like researchers at Carnegie Mellon University’s National Robotics Engineering Center (NREC) have developed a plant-sorting machine that uses computer vision and machine learning to inspect and grade harvested strawberry plants and then mechanically sort them by quality — tasks that until now could only be done manually.

In a successful field test this fall, the machine classified and sorted harvested plants more consistently and faster than workers could, with a comparable error rate.

“We’re looking forward to using the system,” said Liz Ponce, CEO of Lassen Canyon Nursery in Redding, Calif., one of five strawberry plant producers sponsoring the NREC project. “All of our stakeholders feel that it has a lot of potential.” The other sponsors are Driscoll Nursery Associates; Nor Cal Nursery, Inc.; Plant Sciences, Inc.; and Crown Nursery LLC. Together, the five producers represent about 85 percent of the California strawberry plant nursery market. 

To maintain good strawberry yields, commercial berry growers must replace their plants every year. During the fall harvest season, strawberry plant nursery farms use manual labor to sort several hundred million strawberry plants into good and bad categories — a tedious and costly process. 

The strawberry plant sorter uses computer vision to examine harvested plants that pass by on a conveyor belt. The sorter’s novel machine learning algorithms allow it to be taught how to classify strawberry plants of different sizes, varieties and stages of growth, beyond the simple classification of good and bad plants. This introduces dramatic new efficiencies for strawberry nursery farms, helping them improve quality, streamline production and deliver better strawberry plants to berry growers, which in turn produces better strawberries for consumers.

“The sorter can adapt to plants that vary from year to year, or even within the same growing season,” said Christopher Fromme, the project’s manager and lead engineer. “It’s very flexible.”

During a 10-day field test in October, NREC engineers tested the strawberry plant sorter under realistic conditions, where rain and frost change plants’ appearance, and roots may contain mud and debris. The prototype system had to sort plants of different varieties and levels of maturity. While in the field, it sorted more than 75,000 strawberry plants. On average, it sorted 5,000 plants per hour, several times faster than human sorting. The NREC hopes to achieve sorting rates of 20,000-30,000 plants per hour with the final system. While the sorter’s overall error rate was close to that of human workers, it inspected and sorted plants more consistently. 

“That’s the beauty of it,” Ponce said. “Hand sorting varies more and has more drift in quality.” 

The successful field trial concludes phase two of a five-phase program that will develop a machine ready for commercial operations. Phase three will develop better methods to separate harvested strawberry plants for inspection, improve the sorter’s robustness and ease of use, and integrate it into the nurseries’ harvesting and packaging processes.

Carnegie Mellon to Dedicate Pedestrian Bridge in Honor of the Late Randy Pausch

Tonight at 7:30, Carnegie Mellon University will dedicate a pedestrian bridge connecting the new Gates Center for Computer Science and the Purnell Center for the Arts in memory of Randy Pausch, professor of computer science, human-computer interaction and design, and author of the bestselling book “The Last Lecture.”

The ribbon-cutting and bridge-lighting ceremony will be held in front of the Purnell Center’s main entrance.

The Randy Pausch Memorial Bridge will be a physical connection between the School of Computer Science’s new building and the School of Drama’s home, much as Pausch was an inspirational and intellectual connection between computer science and the arts. Pausch, who died last year of pancreatic cancer, encouraged computer scientists and artists to work and learn together, most notably by creating the interdisciplinary Building Virtual Worlds course and co-founding Carnegie Mellon’s Entertainment Technology Center.

Pausch’s widow, Jai, and other family members will participate in the ceremony and Carnegie Mellon President Jared L. Cohon will preside.

Carnegie Mellon’s Carlos Guestrin Wins Presidential Early Career Award

Carlos Guestrin, Finmeccanica Assistant Professor of Computer Science and Machine Learning in Carnegie Mellon University’s School of Computer Science, has won a Presidential Early Career Award for Scientists and Engineers (PECASE), the highest honor bestowed by the U.S. government on scientists and engineers beginning their independent careers.

Guestrin is among 100 recipients announced yesterday by the White House. They will receive their awards at a White House ceremony this fall. He was nominated for the honor by the Department of Defense, which had recognized him last year with the Office of Naval Research’s Young Investigator Award.

“These extraordinarily gifted young scientists and engineers represent the best in our country,” President Obama said. “With their talent, creativity and dedication, I am confident that they will lead their fields in new breakthroughs and discoveries and help us use science and technology to lift up our nation and our world.”

The PECASE program recognizes scientists and engineers who, early in their careers, show exceptional potential for leadership at the frontiers of knowledge. “I am pleased to see that Carlos has received such a prestigious award,” said Randal E. Bryant, dean of the School of Computer Science. “Carlos has already made major contributions to the theory and application of machine learning. He is also a great educator, and he has helped make the School of Computer Science better in many different ways.”

Social Security Number Vulnerability Findings Relied on Supercomputing

Yet another reason to be glad that the Pittsburgh Supercomputing Center (PSC) is right in our backyard. Check ou this news release directly from PSC.

Information available on the Internet can in certain cases be used to predict individual social-security numbers, posing a risk of identity theft that policy-makers and individuals should address. This finding, an unexpected consequence of public information in modern economies, published (Monday, July 6) in the Proceedings of the National Academy of Sciences (PNAS) and highlighted in the New York Times (July 7) and other national media, relied on computational resources of the TeraGrid, a National Science Foundation cyberinfrastructure program. It would have been difficult, if not impossible, to obtain these findings without these publicly-funded, high-performance computing (HPC) resources, says one of the lead researchers, Alessandro Acquisti, a professor at Carnegie Mellon University.

About a year ago, at an important phase in the project, Acquisti and his colleague, Ralph Gross, a post-doctoral researcher, and several graduate students who worked with them, began using a large-scale parallel computing system at the Pittsburgh Supercomputing Center (PSC). “At that stage,” said Acquisti, “we had a rough idea of the results, but to go forward we had to try many different variations of the algorithms. It would have been incredibly difficult to do this, or taken much, much longer without access to this system.”

After first working with desktop computers, the researchers turned last year to a PSC system called Pople (named for Nobel laureate chemist John Pople of Carnegie Mellon). A Silicon Graphics Altix 4700, installed in March 2008, Pople has 768 cores (processors) and 1.5 terabytes of shared memory (all of memory accessible from each core). The SSN runs used up to 400 of Pople’s cores and 800 gigabytes of memory, a large memory requirement that made Pople’s shared memory very helpful to the project.

TeraGrid staff at PSC installed Octave — an open-source version of the programming language MATLAB — and wrote a script to submit a large number of parallel Octave jobs simultaneously on Pople. This facilitated the Acquisti team’s interactive process, which involved doing many runs representing different states and computational strategies, checking and analyzing results and re-thinking before running more variations. PSC’s consulting, said Acquisti, was “extremely helpful.”

One fairly unassuming graphical figure in the PNAS paper, notes Acquisti, represents results of “more than 700,000 regressions over very large sets of data,” which to computational scientists gives a sense of the immense computational scope of the problem. 

“This project,” said Sergiu Sanielevici, PSC director of scientific applications and user support, who also leads user support and services for the TeraGrid, “exemplifies how powerful systems like Pople can open doors to data-mining and data-centric research in fields not traditionally associated with HPC, such as the social sciences, and make it possible to get answers that would otherwise be impractical or impossible.”

PSC supported this project through the NSF TeraGrid program, which allocates large-scale computing resources free to researchers at U.S. universities on a peer-review proposal basis.

Get super geeky and read even more right here.

Carnegie Mellon Reappoints Pradeep K. Khosla as Dean of its College of Engineering

Carnegie Mellon University has appointed University Professor Pradeep K. Khosla, the Philip and Marsha Dowd Professor of Electrical and Computer Engineering and founding director of Carnegie Mellon CyLab, dean of the Carnegie Institute of Technology (CIT) for a second five-year term, effective July 1. 

A Carnegie Mellon alumnus and member of the CIT faculty since 1986, Khosla has invested enormous energy in the success of Carnegie Mellon and its engineering college and has demonstrated his leadership in research and education initiatives both within the university and internationally. Khosla has been CIT dean since 2004.

“Pradeep Khosla has been an outstanding dean who has worked tirelessly to advance the college and its units. During the past five years the number and quality of undergraduate applications has risen to record highs,” said Mark S. Kamlet, Carnegie Mellon provost. “There has also been a 25 percent increase in the number of Ph.D. students in CIT, and an increase of more than 50 percent in the number of women and underrepresented minorities among the graduate student population.”

Under his leadership, CIT was recently ranked sixth in the nation for graduate programs and three of the college’s departments were ranked in the top 10 by U.S. News & World Report. CIT was also ranked sixth in the world by the 2008 London Times Higher Education Supplement. He was instrumental in developing a novel fellowship program that pays for the tuition of first-year Ph.D. students and has reduced the cost for Ph.D. students by 20 percent. He also spearheaded the initiative that brought $29 million into renovating and creating state-of-the-art labs in the Chemical Engineering Department.

The Technology Collaborative Announces Funding Round

The Technology Collaborative (TTC), a statewide economic development organization that supports the growth of Pennsylvania’s world-class robotics, cyber-security and digital technologies industries,  announced its most recent round of funding. In total, $1.5 million has been provisionally allocated to nine companies across Pennsylvania as well as funding one proposal from Carnegie Mellon University.

“Unique to this round of funding, the Tech Commercialization Advisory Board that consists of 66 companies and 5 universities, opted to fund two companies that are developing robotic toys, namely Interbots and Bossa Nova Concepts, while two other organizations, CMU and Sinewave Energy Technologies, are focused on improved energy-related technologies,” said Chuck Brandt, Vice President and Chief Technology Officer of TTC.

Learn more about the nine companies right here.

DeepLocal Lures Young Talent Back to Pittsburgh

We all know Pittsburgh needs more young folks and what better way to lure them back than with cool jobs in the technology sector?

DeepLocal, a Pittsburgh based start-up that has been building a reputation for innovation in design and new media technology has added another bright young star, Dimitry Bentsionov, to its team of designers and developers in East Liberty. Dimitry, a native of Ukraine and Pittsburgh transplant, was lured back from the San Francisco bay area where he had been working as a developer at Yahoo!. For DeepLocal, being able to attract Dimitry back to Pittsburgh illustrates the allure of their unique business model to its clients and employees. DeepLocal considers themselves a rarity in Pittsburgh – an art group turned research team, turned innovators for hire. The company works closely with clients to solve complex technology and media challenges, and to design, develop and deploy new technology, all from their loft office in East Liberty.

DeepLocal only recruits passionate people with strong creative backgrounds. Dimitry joins other notable DeepLocal new hires including Ayça Akin, a Visual and Interaction Designer who recently graduated from CMU’s Graduate School of Design, and Stanley Shivell, who joined the company as a Software Engineer specializing in online advertisement systems. These hires mark what DeepLocal CEO Nathan Martin believes is an increasing trend in high quality employees who demand workplaces that operate more like an art studio with open dialogue, quick turnaround, and highly visible real-world impact.

DeepLocal, spun out of CMU’s College of Fine Art in 2006, prides itself on it’s arts background, exemplifying this with a CEO that holds a Mater’s in Fine Arts degree rather than the traditional MBA. In fact the company has no sales or business team whatsoever. DeepLocal continues its love for invention by bucking old business models and working closely with its clients from concept through to deployment, continually building their knowledge of domains and related problems. They also build a laundry list of proprietary technology primarily in the areas of geospatial intelligence, mobile communication, and real-world urban gaming. Locally, they have worked for The Pittsburgh Post-Gazette, The Children’s Museum of Pittsburgh and Kennywood Entertainment.

DeepLocal was named one of the nation’s ‘Top 40 Under 40’ startups of 2006, was a semifinalist for the Peoria Prize for Creativity that same year, and its CEO Nathan Martin has recently had several notable appearances, including testifying to the FCC in August on the monopolistic behaviors of wireless carriers, and appearing on popular BBC game show ‘Beat the Boss’ as one of three local ‘Big Shots.’

Green Chemistry: Solutions for a Healthy Economy

The Rachel Carson Legacy Conference: “Green Chemistry: Solutions for a Healthy Economy,” on September 20, 2008 at Duquesne University’s Powers Conference Center, will address the underlying need to design the toxicity and hazardous component out of consumer products and the processes that make them. It is not only healthy for us and for the world we depend on, but it makes good business sense too. The conference will address:

  • Environment & Health Connections
  • Innovations in Products and Processes
  • Design for Non-Toxic Results
  • Business Strategies: Risk, Investment and Insurance

click to view full size

This conference draws together 15 outstanding speakers including Dr. Paul Anastas, the founder of the principles of green chemistry,  Dr. Terry Collins, Thomas Lord Professor of Green Chemistry at Carnegie Mellon University, Pittsburgh recipients of the EPA Green Chemistry Awards, and entrepreneurial companies who are using green chemistry to solve problems. Also featured are Dr. Ruth Etzel and Dr. Bruce Lanphear who will address the epidemiology and the pediatric implications of significant environmental contaminants, with an emphasis on how designing them out of the system can improve the prognosis. Act 48 credit will be available for teachers.

Interactive Workshops Include:

  • Health Impact of chemicals in the environment
  • Students Sustainability initiative
  • Teaching green chemistry –high school
  • The green chemistry curriculum for training chemists and engineers
  • Institutional barriers to green chemistry in the mainstream
  • Doing business under the European R.E.A.C.H. standards

View the full Agenda
Read more or Register

Company: Rachel Carson Homestead Rachel Carson Homestead
Web Site: www.rachelcarsonhomestead.org
Location: Springdale, PA 15144
Description: The Rachel Carson Homestead was formed in 1975 to preserve and restore this National Register historic site and to offer education programs which advance Rachel Carson’s environmental ethic. Read more.
 
Company: Carnegie Mellon Carnegie Mellon University
Web Site: www.cmu.edu
Location: Pittsburgh, PA 15213
Description: Carnegie Mellon is a national research university of about 7,500 students and 3,000 faculty, research and administrative staff. Carnegie Technical School was founded in 1900 in Pittsburgh by industrialist and philanthropist Andrew Carnegie. Read more.

First Annual Pausch Prize Goes to Walt Disney and Pixar President

In the spirit of the late Randy Pausch, the Carnegie Mellon professor who dreamed big and persevered to become a Walt Disney Imagineer, the first annual prize in his honor will be given to the president of Walt Disney and Pixar Animation Studio.

Ed Catmull will accept the first Randy Pausch Prize from the Entertainment Technology Center on Sept. 26th and present a lecture in the McConomy Auditorium, the place where Pausch offered his famous “last lecture” to friends and colleagues. He died last July at the age of 47. The Pausch Prize will honor entertainment industry experts who embody Pausch’s spirit of interdisciplinary collaboration.

Carnegie Mellon is also planning a memorial service for Pausch next month. Details will be announced later in the week.

“In years to come, the ETC will seek to honor those individuals whose technical and creative expertise empowers writers, artists, designers, digital media professionals, and even the average citizen to realize dreams, visions, and imaginings beyond the confines of what is possible today,” says Don Marinelli who co-founded the ETC with Pausch. “He helped us make the ETC a place where right-brained and left-brained individuals can work together successfully.”

A four-time Academy Award winner, Catmull is the co-founder of Pixar and created two leading centers of computer graphics research, the computer graphics laboratory at the New York Institute of Technology and the computer division of Lucasfilm Ltd. He is also one of the architects of a highly touted rendering software, RenderMan, which has been used in 44 of the last 47 films nominated for an Academy Award in the Visual Effects category.

Catmull’s lecture will also also serve as a keynote address for the 7th Annual International Conference on Entertainment Computing at Carnegie Mellon, one of the largest and most prestigious conferences for entertainment computing in the world from Sept. 25-27.

Writer: Deb Smit
Source
: Don Marinelli, Bryon Spice, Carnegie Mellon University

Company: Carnegie Mellon University Carnegie Mellon University
Web Site: www.cmu.edu
Location: Pittsburgh, PA 15213
Description: Carnegie Mellon is a national research university of about 7,500 students and 3,000 faculty, research and administrative staff. Carnegie Technical School was founded in 1900 in Pittsburgh by industrialist and philanthropist Andrew Carnegie. Read more.


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