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Google Live Transcribe now allows you to translate speech offline, anytime and anywhere – Digital Information World

To assist those individuals who suffer from hearing disabilities, Google is going to upgrade the Live Transcribe that will now let you translate videos as well as audios from the device, even when offline.

The very powerful Android Accessibility, Live Transcribe offers authentic speech-to-text translations in various settings, assisting multiple languages and dialects. The feature facilitates actual conversations among individuals with any kind of hearing impairment or individuals who cant hear properly or lack the power of hearing. Along with notifying users regarding significant sounds like door knocks, bells, child noises, and mobile ringtones, it further alerts users about dangerous and risky situations like emergency alarms, warning bells, and horns.

At present, transcription requires a secure network connection to use a quick and correct translation service. However, recently Google reported that users can access the fully functional transcription service even when theyre not having internet access or cellular data.

Live Transcribe is already downloaded on Pixel and Samsung mobile phones, however, others can easily get the application on Play Store and download it. Today, the application will start offering an Offline Mode that will allow users to get speech-to-text captions even if they are not having a secure internet connection or do not have a connection at all. This update will also help users in conditions where you have no signals or Wi-Fi as in airplanes, basements, elevators, or mountainous regions.

Users can find the Transcribe offline on/off option in the application settings, which they have to switch on and theyll be notified that the transcription, as well as the sound effects, are still accessible. Now they can access Live Transcribe with no connection required anytime and anywhere.

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Interview: Digging Deep with Avi Kaplan & Joy Williams on All Is Well – Atwood Magazine

Singer/songwriters Avi Kaplan and Joy Williams speak to Atwood Magazine about collaborating on their new song All Is Well, the power of music, and how departure is really expansion.follow our Todays Song(s) playlist

Sometimes a song follows you around. When youre cooking and suddenly the words start coming through in whispers or when youre out and all you can hear is the opening chords amongst the noise of the cars, you know youve stumbled onto something magical.

All Is Well was released on 15th February and is the second single from Avi Kaplans upcoming album Floating On A Dream (May 20th, 2022 via Fantasy Records). The song is a collaboration with the Grammy Award Winning singer-songwriter Joy Williams.

All Is Well is exquisitely beautiful. The harmonies Kaplan and Williams create together are heavenly and the whole song feels like a dreamy mantra. A place to retreat, rebuild and renew yourself.

Kaplan and Williams spoke to Atwood Magazine about collaborating on All Is Well, the power of music, and how departure is really expansion.

Atwood Magazine: I wanted to primarily talk about the song All Is Well that you co-wrote together, dig deep into the songwriting process but also talk about your album Floating On a Dream. Did you two know each other before you went into write together?

Avi Kaplan: I didnt know Joy [Williams] well, but I had met her in passing at an industry party that was happening, I think it was after some award show. I was a really big fan of hers and I was introduced to her, and she was so kind and so sweet and just a really great human and so I knew her a little bit from there. Then we got connected to write together and had got to know her much better since then.

Joy Williams: Avi and I had met at music events over the years Grammy parties, backstage at showsbut the first time I feel like I trulymetAvi was the day we wrote for the very first time.

We met up at my producer friends studio in Nashville, and Ill never forget Avis dark beard and warm baritone voice resonating in the room. Avi brings such a gentle gravity to any room hes in, and we talked everything from our mutual love of harmonizing to both of us growing up in CA. It was like Id stumbled upon a long-lost buddy, who also just happened to have a guitar on hand.

Avi, what would you say what is your usual writing process? Do you usually write alone or do you tend to write more with others?

Avi Kaplan: I do both. Nashville is very much a writing city, and I wasnt used to that but since moving out here, I really wanted to just try to stretch my boundaries and start writing with other people because it is so much part of the culture here. I would say with this album, its more writing with other people. There are some songs that I wrote by myself which I then brought to a friend to smooth out a little bit, but this this album was very collaborative, and I think in the future Ill continue do both because I really enjoy doing both.

Writing with others obviously changes the output of your art but does it feel less personal when it's written that way, or do you tend to only write with people that you feel you have a connection with?

Avi Kaplan: Yeah exactly. I write with a lot of people, and I write a lot of songs and the ones that dont feel personal I dont use, I dont release. Ive started to kind of refine who Ive been writing with so really any song that I write, it has to feel like its coming from me or else I dont feel right about releasing it. It really, really has to feel like me and I think that when you write with other people it helps with creating maybe a vibe that that you wouldnt necessarily create on your own but still has the essence, the lyricism that I have, my melodic tendencies but maybe it is just a different feel, different chords, different instrumentation, maybe a different perspective, so its all is all based around feeling like a song that is very personal to me.

Do you notice a departure in your writing from previous projects to this one? Like you said, you moved to Nashville and you started doing more co-writing than maybe you had previously.

Avi Kaplan: I think its always expanding. I think that if you listen to my old stuff and you listen to this stuff, you will hear a through line for sure, but I think its always expanding. I think writing with other people has helped me expand into new areas, new realms that I love to write in.

I feel like Ive tried to write all my stuff in a pretty eclectic way and do a lot of different things, so that it doesnt feel like when I do go in different directions it doesnt necessarily feel like its huge departure. When you listen to Floating On A Dream it all feels like the same record but it goes to a lot of different realms.

Fans and critics get quite precious about an artist and their artistry when they feel like an album or a song is a massive departure from an artists previous work, when in fact it's, as you say, maybe more of an expansion. Have you found this when releasing new music?

Avi Kaplan: Exactly, and thats why Ive intentionally tried to have everything be pretty in eclectic so Im not totally fenced into one sound because I love to make a lot of different sounds. I love to sing in a lot of different types of ways. I love to write music and compose in many different genres and all of those things, so I always want to be able to be able to stretch out musically because I love to do so many different styles. Its also a fun challenge to try to have there be a through line in all the different types of things that I like to do. I always want there be extent expansion and growth.

When you wrote All Is Well together did either of you go to the writing session with voice notes or lyrics or music or did it just happen very organically from the conversation?

Avi Kaplan: It definitely happened organically. Honestly, usually when I go into write I dont like to have anything planned because I feel like theres an energy in the room and theres an energy between the people and know sometimes you can capture it in a song and sometimes you dont.

I am so happy with the song that we caught that day. It just kind of floated down which happens when you when you write some songs, you know. I just kind of started playing the guitar part and I sang some melodies, and she [Joy Williams] really dug it and then we started going back and forth on lyrics. We finished a very large portion, I would say 90% of it that day, and did a cool demo, and then really all we did was just like tweak some lyrics afterwards on the bridge but everything else stayed. It was a beautiful writing experience. One of those songs that kind of just falls out of the sky.

Joy Williams: All Is Well almost revealed itself line by line to us instead of us writing it. It was steady and slow, unfolding. Like a gift. And since we both love the magic that happens when you meld two voices together, we naturally sang the song in tandem as we went along writing. We didnt ever discuss it being a duet when we left the studio that day. That came later. When Avi went in the studio with Shooter [Jennings], I got word later that Avi was wondering if Id sing on it with him. It was easy to say yes to my friend like that.

When I have spoken to other artists, they have said I have to come to writing sessions with ideas because I feel like if I don't have ideas then what if we don't have anything to write about, but it sounds like you're saying, you came to it with nothing.

Avi Kaplan: Yeah absolutely. No preconceptions of what I wanted to write about. I honestly feel like that kind of boxes me in. I dont want to be set on something. I want to come in with an open mind and an open heart with the person that Im writing with. Or if its by myself just kind of see what comes out of you. I really believe that songs are given and so I like to come and receive whatever it is given.

Listening back to the song, do either of you now see or hear things in the song that you maybe werent consciously aware of when writing it?

Avi Kaplan: I think that with this one specifically, we did have some things in mind when we were writing in it. Its always important to me to write something thats very personal to me but present it in a way that is open ended and not so specific so that other people can put their own stories to it. So thats what happened with this one.

I feel like we were pretty intentional about the lyrics, but they did they definitely did morph and change overtime. We wrote the initial draft of it and all the melodies and all the chords, really the whole arrangement all stayed but some of the lyrics were tweaked at the end and I feel like it really came together as something that is very personal to me and also, like I said, presented in a way where it is open ended enough to for people to be able to put their own stories to it, which I think is really important. When I listen to music you know sometimes think, Man, this is exactly what I need to hear right now or exactly what Im going through and you know full well that that may not be what the artist meant exactly but thats how the words are getting me at that time, and its a beautiful experience and I want people to have that experience with my music.

I think there is something to be said for a song thats personal and very specific. I think that people love that type of music and I do songs in that way sometimes but with the song like All Is Well where it could essentially be taken as a mantra for someone thats really going through something, I like to really keep it open for those people that are needing that from of a song.

Joy Williams: Avi and I met up to write during the height of the pandemic, and I remember us both talking about creating something that spoke in the tones of overcoming and of hope.

All Is Well feels very similar to a lullaby. Would you agree?

Avi Kaplan: Absolutely. Its like the cross between like a lullaby and a hymn, and songs like that are comforting. Something thats very warm, and thats something that I really wanted to project. Whenever Joy and I write music, we say we want to try to bring that type of energy to the music because its important. Music is very powerful, and it can have a profound effect on people and thats genuinely what I want from my music.

The song has got a simplicity to it, in the music and in the lyrics, but theres also a lot of depth there. Theres a warmth to it that is very comforting and reassuring. I am finding you can often just repeat the lines in your head without necessarily having to listen to the music.

Avi Kaplan: The song just has a feeling to it and thats what I love about music is its like whatever type of song you create, you kind of create a world and an energy that it sits in and whomever listens to it, is automatically transported to that place or even just that feeling to make it a little less esoteric, but you know it just makes you feel a certain thing. That is one of the things I love about music is so powerful and I just makes me really happy that you felt that.

You said the arrangement on the demo track pretty much stayed the same. What did you add to the final recording?

Avi Kaplan: We added a pedal steel, some piano and a little bit of drum. Its a pretty simple track, theres not so much thats in it. Like I said, the arrangement didnt really change. The harmonies that we sang, we sang during the demo recording.

That was one of my favourite moments. I laid down the guitar track and then I sang the solo. Then Joy and I both went into the booth to sing on just one mic to sing the harmonies to my solo. Singing three-part harmony with Joy Williams and just singing harmony next to her in the way she sang everything and the dynamics and just her voice, it was just a really surreal experience for me to be able to sing with her because shes just so amazing at what she does and so sensitive and intentional as to what she does. It just felt immediately there was this energy to what we were doing and how we were singing together and how we were blending so really beautiful experience something Ill definitely never forget.

When I listen to Joys music or watch her on stage with other artists, shes always very collaborative. She seems to always be listening to the other person, watching what they're going to do, and then she adjusts depending on the other person.

Avi Kaplan: Absolutely. Shes an amazing musician. Shes an amazing vocalist but its her musicianship, its her musicality that really sticks out. She obviously has amazingly beautiful voice but having a beautiful voice is one thing and then being able to use that voice in the way that she does, so tastefully and collaboratively, its something that is really special about her.

How do you feel this song fits with the other songs on the album? And did you deliberately write it so it would it fit the overall theme and sound of the album?

Avi Kaplan: No, honestly with the songs on the album, I just chose the ones that I felt were the best songs and I knew that producing it in a certain way would help them all fit together and thats kind of the point of it for me. For me I wasnt necessarily worried about it fitting together with everything else but more, like I was saying before, the challenge of having eclectic songs fit together feels like its the same how do we say it? You know if you have the album, and you think of it as a large house or a castle. Its all in that same castle but each song is a different room, and that room could be decorated differently and there could be many rooms with a whole different vibe but its all a part of that big castle.

The music video that accompanies the song feels very complementary to the story youre telling. It fits so well with the texture of the song and the world you created. Did you come up with the idea for the music video or was it Bree Marie Fish, the videos director?

AK: It was a little bit of both. The person that did the video is someone that Ive worked with a lot. Bree has done all my photoshoots, so she already knows me pretty well. When I spoke to her about this this song, I just told her that I wanted it to be dark but hopeful and thats exactly what it is. It has this energy to it. I have to say when I watch videos that dont really make sense with the song, it doesnt really make sense to me. Obviously, I support whatever the artist wants to do. I know what its like to be an artist, so do whatever you want to do, but for my own art, I always wanted to reflect the energy of the song. I wanted it to be an accentuation of the energy of the song. A good visualisation of it was important to me so Im happy to hear you say that it was a good representation.

Is there a lyric or a line in the song that stands out to you?

Avi Kaplan: Its tough because I really do love the lyrics of this song. I think the first one that came to my mind The darkness in my mind was the path to set my spirit free and I think that is probably my favourite line in the song just because I think that its poignant for people that are going through darkness to really understand what thats about. To understand when youre going through something like that its actually just forcing you to grow and evolve into a better form of yourself and thats kind of the essence of that lyric is that the darkness in my mind was actually the way to set my spirit free, and when I say set my spirit free, it was to basically get away from that darkness, to feel better, to be on the other side of that.

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AI Weekly: DARPA seeks to better align AI with human intentions – VentureBeat

Did you miss a session at the Data Summit? Watch On-Demand Here.

This week in AI, DARPA, the emerging technologies R&D agency of the U.S. Defense Department, launched a new program that aims to align AI systems with human decision-makers in domains where there isnt an agreed-upon right answer. Elsewhere, two prominent cofounders from LinkedIn and DeepMind, Reid Hoffman and Mustafa Suleyman, announced a new AI startup called Inflection AI that seeks to develop software that allows humans to talk to computers using everyday language.

In a press release describing the new three-and-a-half-year program, DARPA says that the goal is to evaluate and build trusted algorithmic decision-makers for mission-critical Department of Defense operations. Dubbed In the Moment, or ITM, it focuses on the process of alignment building AI systems that accomplish what theyre expected to accomplish.

ITM is different from typical AI development approaches that require human agreement on the right outcomes, ITM program manager Matt Turek said in a statement. The lack of a right answer in difficult scenarios prevents us from using conventional AI evaluation techniques, which implicitly requires human agreement to create ground-truth data.

For example, self-driving cars can be developed against a ground truth for right and wrong decisions based on unchanging, relatively consistent rules of the road. The designers of these cars could hard-code risk values into the cars that prevent them from, for example, making right turns on red in cities where theyre illegal. But Turek says that these one-size-fits-all risk values wont work from a Department of Defense perspective. Combat situations evolve rapidly, he points out, and a commanders intent can change from scenario to scenario.

The [Defense Department] needs rigorous, quantifiable, and scalable approaches to evaluating and building algorithmic systems for difficult decision-making where objective ground truth is unavailable, Turek continued. Difficult decisions are those where trusted decision-makers disagree, no right answer exists, and uncertainty, time-pressure, and conflicting values create significant decision-making challenges.

DARPA is only the latest organization to explore techniques that might help better align AI with a persons intent. In January, OpenAI, the company behind the text-generating model GPT-3, detailed an alignment technique that it claims cuts down on the amount of toxic language that GPT-3 generates. Toxic text generation is a well-known problem in AI, often caused by toxic datasets. Because text-generating systems are trained on data containing problematic content, some of the content slips through.

Although [AI systems are] quite smart today, they dont always do what we want them to do. The goal of alignment is to produce AI systems thatdo[achieve] what we want them to, OpenAI cofounder and chief scientist Ilya Sutskever told VentureBeat in a phone interview earlier this year. [T]hat becomes more important as AI systems become more powerful.

ITM will attempt to establish a framework to evaluate decision-making by algorithms in very difficult domains, including combat, through the use of realistic, challenging scenarios. Trusted humans will be asked to make decisions in these scenarios and then the results will be compared to decisions from an algorithm subjected to the same scenarios.

Were going to collect the decisions, the responses from each of those decision-makers, and present those in a blinded fashion to multiple triage professionals, Turek said. Those triage professionals wont know whether the response comes from an aligned algorithm or a baseline algorithm or from a human. And the question that we might pose to those triage professionals is which decision-maker would they delegate to, providing us a measure of their willingness to trust those particular decision-makers.

Related to the problem of alignment, LinkedIn cofounder Hoffman and DeepMind cofounder Suleyman plan with Inflection AI to leverage AI to help humans talk to computers. In an interview with CNBC, Suleyman described wanting to build products that eliminate the need for people to write in shorthand or simplify their ideas to communicate with machines.

[Programming languages, mice, and other interfaces] are ways we simplify our ideas and reduce their complexity and in some ways their creativity and their uniqueness in order to get a machine to do something, Suleyman told the publication. It feels like were on the cusp of being able to generate language to pretty much human-level performance. It opens up a whole new suite of things that we can do in the product space.

Inflection AIs plans remain vague, but the concept of translating human intentions into a language computers can understand dates back decades. Even the best chatbots and voice assistants today havent delivered on the promise recall Viv Labs, which pledged to deliver a conversational interface to anything that instead fizzled out into elements of Samsungs maligned Bixby assistant. But Suleyman and Hoffman are betting that their expertise as well as coming advancements in conversational AI will make an intuitive human-computer language interface possible within the next five years.

Even at the bigger tech companies, theres a relatively small number of people actually building these [AI] models. One of the advantages of doing this in a startup is that we can go much faster and be more dynamic, Suleyman told CNBC. My experience of building many, many teams over the last 15 years is that there is this golden moment when you really have a very close-knit, small, focused team. Im going to try and preserve that for as long as possible.

Given that countless visionaries have tried and failed in this area, that would be an impressive feat indeed.

For AI coverage, send news tips toKyle Wiggers and be sure to subscribe to theAI Weekly newsletterand bookmark our AI channel,The Machine.

Thanks for reading,

Kyle Wiggers

Senior AI Staff Writer

VentureBeat's mission is to be a digital town square for technical decision-makers to gain knowledge about transformative enterprise technology and transact. Learn More

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Computer science professor used his stroke to create an app that helps survivors relearn skills – American Heart Association News

Stroke survivor and computer science professor Mark Brodie. (Photo courtesy of Mark Brodie)

Mark Brodie was sitting behind his laptop in his home office, grading student papers for a mobile applications class he taught at Simpson College in Indianola, Iowa.

Suddenly he couldn't get his thoughts in order. Everything on the screen and in his mind felt jumbled. He'd never experienced anything like this. He knew something was wrong.

He called down to his wife, Carolyn. Also a professor at Simpson College, she normally would have been at work but happened to be home at that moment.

Carolyn came upstairs and saw that Mark's face was drooping. He seemed confused but was able to tell her to call 911. By the time he reached the hospital, he was unable to speak.

Doctors performed a series of tests that showed Mark was having a stroke. Because he arrived there so quickly, he was able to receive clot-busting medication.

Mark's next clear memory came three days later. His only physical issue was minor numbness in his right hand and leg. But he could not speak, spell or type.

He was devastated. What kind of life would a computer science professor have if he couldn't give lectures or write programs?

Carolyn felt more optimistic. Doctors had told her improvement could come daily and for many months.

Progress came right away.

The next day, not only did Mark have feeling back in his hand, but speech therapists had already helped him utter a few words.

"I think Mark had a great attitude, even though he says he didn't, because he was always willing to work with whichever therapist came in speech, occupational, physical," Carolyn said. "He never got angry."

Mark was buoyed by the can-do attitude of his therapists.

"I first started feeling hope not only from the therapy itself, but from the therapists," he said. "They didn't promise that I would recover. But the fact that they had hope gave me hope."

After one week of inpatient therapy, Mark could say several words. He returned home and started outpatient speech and occupational therapy. There was no need for more physical therapy.

Mark could understand what other people said, but struggled to speak, which is called aphasia. He also lacked control of the muscles used to form words, called apraxia.

Mark's recovery was greatly helped by the presence of his mother, who traveled from South Africa to assist the family, as well as incredible support from the Simpson College community. Also crucial was the use of speech therapy apps.

"I basically had to explicitly do what a child does," he said. "With one app, I had to repeat words and sounds. I would see pictures and have to guess the word."

Mark feared he would have to relearn every word he ever knew. Then he was taught a shortcut: The same sounds are used in many words.

"I realized there's a pattern, like an algorithm in computer science," he said.

It triggered an idea for Mark and Carolyn. Maybe they could use his experience to develop their own app.

With input from Lisa Raymond, the first speech therapist who gave Mark hope, he and Carolyn have done it. Their product simulates online banking as a way to help people with brain injuries relearn skills such as logging in, transferring money and paying bills. Raymond uses it at two rehabilitation facilities in Des Moines, Iowa.

After Mark's stroke in November 2019, doctors discovered he had a hole in his heart called a patent foramen ovale (PFO). Everyone is born with the hole, but most close on their own within months. Millions of people have a PFO most without knowing it and have no problems. But issues can arise, such as a clot escaping and causing a stroke.

The operation to close the hole was scheduled for May 2020. Of course, the COVID-19 pandemic had hit by then, but he went through with it and is glad he did. He also received an implantable loop recorder to monitor his heart rhythm.

That fall, Mark with the peace of mind about his heart being fixed and monitored returned to the classroom. The 55-year-old is back to teaching on a regular schedule.

Although others would not be able to detect he has a speech problem, Mark sometimes struggles to find words, especially in front of an audience.

Spelling and typing remain challenging, too. He combats that by using software that transcribes his speech into writing. He and Carolyn also are working with students on designing more nimble speech recognition programs.

Being partners in work and life, as well as having a similar sense of humor, has helped the couple support each other throughout their ordeal.

"Mark was always more of a theoretical computer scientist than I was," Carolyn joked. "Now I laugh and tell him he's finally with me."

Stories From the Heart chronicles the inspiring journeys of heart disease and stroke survivors, caregivers and advocates.

If you have questions or comments about this story, please email editor@heart.org.

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Groundbreaking computer scientist Sargur Srihari dies at 72 – UB Now: News and views for UB faculty and staff – University at Buffalo

Sargur Hari Srihari, an internationally renowned UB professor of computer science who taught computers to read handwriting and significantly advanced the fields of pattern recognition, computational forensics and machine learning, died March 8 due to complications from a glioblastoma. He was 72.

A SUNY Distinguished Professor of Computer Science and Engineering and UB faculty member for more than 40 years, Srihari established the university as a leading center for pattern recognition and machine learning. He founded the Center of Excellence for Document Analysis and Recognition (CEDAR), which did groundbreaking research for the U.S. Postal Service in the 1990s, ultimately teaching machines how to read handwritten envelopes. This work at CEDAR, which received total funding of more than $60 million over 25 years, led to handwritten digit recognition being recognized as the fruit fly of artificial intelligence and machine learning.

Dr. Srihari was, quite simply, a towering figure in computer science, said President Satish K. Tripathi. Always at the cutting edge of innovation, he transformed pattern recognition, machine learning and computational forensics with findings that brought global renown to UB and had a profound impact on society.

Beyond his truly exceptional research contributions, Hari was a devoted university citizen and dedicated mentor. In his own patient, gentle and encouraging manner, he inspired generations of aspiring computer scientists to excel in their own right, Tripathi said.

As we at UB join the worlds computer science community in mourning the passing of this incomparable scholar, I would like to offer my heartfelt condolences to Haris wife, Professor Rohini Srihari, his children and his entire family.

Sriharis research advances, which have received seven U.S. patents, paved the way for the handwriting-recognition technology that is used in modern systems ranging from tablets to scanners. His early research work on 3D imaging also remains influential in fields such as 3D printing.

Srihari later would become a pioneer in the field of computational forensics. In 2002, he conducted the first computationally based research to establish the individuality of handwriting, with important implications for the criminal justice community.

This work led to the first automated system, known as CEDAR-FOX, for determining whether two handwritten samples came from the same or different writers. The handwriting work was eventually extended to comparing fingerprints and footwear prints. The work led to Srihari being invited to serve as the only computer scientist on a National Academy of Sciences committee that produced an influential 2009 report on strengthening forensic sciences in the U.S. that has had a major impact in courts worldwide.

This is a tremendous loss, not only for UBs computer science and engineering family, but for the world of computer science, said Jinhui Xu, professor and chair of the Department of Computer Science and Engineering. Hari was greatly admired by his students, UB faculty members and researchers throughout the world.

Kemper Lewis, dean of the School of Engineering and Applied Sciences, called Srihari a renowned researcher in artificial intelligence who was a widely respected expert in statistical pattern recognition and deep learning.

Hari cherished his role as a researcher, professor and scientist, and he will be deeply missed by his department, our school and our university, Lewis said.

Srihari is survived by his wife of 45 years, Rohini, UB professor of computer science and engineering; his sons, Dileep Srihari and Ashok Srihari (Caroline); and granddaughter, Vera Srihari.

A memorial fund, the Professor Sargur (Hari) Srihari Memorial Fund, has been established to support student scholarships.Donations can be madehere.

Born in Bangalore, India, Srihari earned an undergraduate degree in electrical and communication engineering from the world-renowned Indian Institute of Science in Bangalore in 1970. Immigrating to the U.S. later that year, he obtained an MS (1972) and PhD (1976), both in computer and information science, from The Ohio State University. His doctoral thesis focused on the design and evaluation of classification algorithms for a type of pattern recognition related to radar aircraft identification.

After receiving his PhD, Srihari joined the faculty at Wayne State University. He came to UB in 1978.

During his career, Srihari authored more than 350 research papers with 20,000 citations (h-index=64); edited five books; and served as principal adviser to 40 doctoral students.

He was the recipient of numerous honors, among them the IAPR/ICDAR Outstanding Achievements Award in 2011 for his outstanding and continued contributions to research and education in handwriting recognition and document analysis, and services to the community; the Distinguished Alumnus of the Ohio State University College of Engineering in 1999; and the UB Excellence in Graduate Mentoring Award in 2018.

He held fellowships in the International Association for Pattern Recognition (IAPR) and the Institute of Electronics and Telecommunications Engineers (IETE, India), and was a life fellow of the Institute of Electrical and Electronics Engineers (IEEE).

In his later years, Srihari remained an active faculty member, continuing to teach and supervise graduate students. He also developed an extensive set of lecture slides for machine learning, which are widely used in courses around the world.

His final teaching efforts were focused on integrating the wealth of research being produced in deep learning from various books, papers and blogs. He served as a visiting professor and scientist at his alma mater, the Indian Institute of Science, during spring 2020, and later established a scholarship there. During the pandemic, he began recording videos of his explanation of topics in deep learning, and did livestreaming as well.

He enjoyed traveling with Rohini to Washington, D.C., and Florida to visit their sons and granddaughter. He also continued to read avidly while pursuing his lifelong love of history, science and gardening.

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Trends in telecommunications and computer science – The Hindu

New opportunities are opening up in Digital Communication Systems thanks to the massive amount of data being generated in an increasingly digital world

New opportunities are opening up in Digital Communication Systems thanks to the massive amount of data being generated in an increasingly digital world

During the COVID-19 pandemic, the importance of digital technologies and access to the Internet took on new importance, especially in sectors like finance, media, e-commerce, and education.. Governments and industry had to leapfrog their plans for digital transformation on their business processes and services. What would have normally taken two to three years to complete was now compressed into a six to 12-month window.

One of the most striking side-effects of this has been an increase in the volume of data being generated outside the traditional boundaries of the business-home environment such as web-based conferencing for meetings, lectures, and business transactions. Indeed, some companies were reportedly carrying up to 60% more data on their networks than they did before the crisis, according to the Global Entertainment and Media Outlook 2021- 2025. Apart from business/commercial data, there has also been a rise in the amount of data generated by streaming and catch-up video services, online shopping, social media, and multi-player gaming as citizens remained indoors for longer periods.

This trend is leading to a plethora of Internet-enabled sensors and devices generating all sorts of data from domains such as smartphones, wearables, air-land-sea vehicles, humans, animals, buildings, infrastructure, and utilities. Estimates vary as to the many millions of devices that are added to the Internet every month.

A number of technology trends are seeing increasing investments and adoption from governments and industry including Artificial Intelligence (AI); Faster Mobile Networks; Autonomous Vehicles; Industrial and Service Robots; Blockchain-Cyber Security; New Energy Vehicles (NEVs); Renewable and Biodegradable Plastics Materials; Net-zero IoT Sensors; and Data Trust Frameworks.

One area that provides the glue for all these technologies to connect, cooperate and collaborate is the underpinning digital networks (fixed, wireless, satellite) that carry all the data generated by these applications and services. It will take many forms from a high-speed optical local, regional, a national network that carries broadband services to homes and businesses, to the 4G/5G wireless network that connects your phone, car or smartwatch.

In many places, the underlying digital infrastructure is just not there and we end up with areas of a region with no connectivity at all. This so-called Digital Divide is a global challenge and solutions are needed to address the disparity and inequality of access to the Internet.

To cope with the onset of this data obesity, there are many new emerging areas of research such as Quantum Internet, Softwarisation and cloudification, Petabit Networking, Net-zero Networks, Efficient Sensing for Sufficient Networking. Other areas are gaining attention such as OpenRAN and Disaggregation, Edgeification, Fully-convergent Networks, AI-Enabled Service Management and network resource orchestration.

All of these areas point to the need for a rethink of the design and build for future telecommunications networks supporting the full end-to-end pathways from edge devices to a data center and everything in between.

The writer is Head of School of Computing Sciences Chair in Telecommunications Engineering University of East Anglia, UK.

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Trends in telecommunications and computer science - The Hindu

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Professor of Computer Science and Director of the Digital Society Institute job with KEELE UNIVERSITY | 285359 – Times Higher Education

Keele University

Faculty of Natural Sciences

School of Computing and Mathematics

Professor of Computer Science and Director of the Digital Society Institute

Full time, permanent

Grade 10 Salary: Professorial Scale (dependent on experience)

This is an exciting and unique opportunity for an individual to bring vision and leadership to the newly established Digital Society Institute at Keele University. The successful candidate will be expected to provide University wide leadership for interdisciplinary digital research as well as contributing to research, teaching and leadership in the School of Computer Science and Mathematics. The candidates research focus may be in any area of Computer Science or Data Science that is consistent with the research and teaching portfolio of the School (including software/systems engineering/development, interaction design, design for cyber security, digital culture, evolutionary systems, smart energy modelling/management, data modelling and analysis, AI/ML and computer vision).

The Digital Society Institute is the universitys fourth, interdisciplinary, university-wide, research institute, being formed to act as a collaborative centre for research in data and digital technologies that will underpin innovation in the business, health, cultural and public sector economies. Its vision is to drive business growth and innovation, helping organisations understand and adopt advanced data and new digital technologies. It will be housed within the Innovation Centre 7 (IC7) building, currently under construction.

The School of Computer Sciences and Mathematics will play an important role in the new Institute. The School has a focus on data analytics and data modelling, featuring research in AI/ML, evolutionary systems, and systems/software engineering. There are research groupings in vision and ML, neural networks and large data analysis, interaction design, digital health and digital culture/AR/VR, and bias in AI. In Maths, there is internationally leading research in solid and fluid mechanics, as well as statistics (financial) and pure mathematics. Pioneering work is taking place on the interface of computing, mathematics and engineering, notably in relation to smart energy management and optimisation, and metal detection. The staff have strong collaborative links within and beyond Keele, and in industrial and health sectors, with a growing impact in areas such as applied ML, industrial applications of solid mechanics, and smart energy management.

The successful candidate will have an excellent research record, with evidence of impact generation and research leadership. We seek candidates able to mentor and manage early career researchers, and to establish a significant research theme and collaborations within the interests and research strategy of the School and wider University. The person appointed will also contribute to teaching leadership and strategy development within the School, as well as delivering teaching and project supervision aligned to their research interests.

Keele University is renowned for its exciting approach to higher education, innovative research, beautiful campus, strong community spirit and excellent student experience. With a turnover in excess of 170 million, over 10,000 students and a total staff of approximately 2000, the University provides high quality teaching across a wide range of academic and vocational subjects and promotes world-class research. Keele is rated Gold for Teaching, and is in the top 10 of the student satisfaction (NSS) rankings. Further information can be found athttp://www.keele.ac.uk The campus hosts SEND, the largest smart energy network in UK, with the related research team located in the School of Computer Science and Mathematics, attracting significant interest and funding from industry and academia.

Informal enquiries can be made to and ProfessorEran Edirisinghe, Pro Vice-Chancellor (Research & Innovation)and Professor of Digital Imaging - e.edirisinghe@keele.ac.uk or toProfessor Jonathan Wastling, Pro Vice-Chancellor and Executive Dean of the Faculty of Natural Sciences -j.wastling@keele.ac.uk

Keele University is committed to the principles of the Athena SWAN charter, and values equality and diversity across our workforce. We strive to ensure that our workforce is representative of broader society, and therefore, we would actively welcome applications from women for this role.

The University is committed to operating flexible working practices wherever possible.

Keele University values equality and diversity across our workforce and to ensuring our staff community is reflective of the diversity of our student population. In support of these commitments the University welcomes applications from individuals of Black, Asian and ethnic minority backgrounds for all roles.

Closing date for applications: 25 April 2022.

Interviews will be held on: 13 May 2022.

Post reference: KU00002053

For full post details and to find out more about working at Keele please visit: http://www.keele.ac.uk/vacancies

Keele University employees wishing to apply should login to Employee Self Service and click on the 'View current vacancies' link.

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Professor of Computer Science and Director of the Digital Society Institute job with KEELE UNIVERSITY | 285359 - Times Higher Education

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35 ‘Shockingly’ Good Programmer Jokes And Memes From This Online Group (New Pics) – Bored Panda

Many of us spend hours each day in front of the computer or our phone screenswhether for work or for pleasure. However, far from everyone knows just how computers and the programs they run work. For all intents and purposes, for the majority of us, computers are akin to magic: we dont care how they work as long as we get our daily dose of cat pics.

However, the programmers, coders, computer scientists, and digital geeks of this world surf circles around us on the internet and know the nitty-gritty of how our tech really functions. And in their world, humor takes on a specific tone: youve got to know a bit about programming to really get the jokes that are multilayered like onions.

The r/ProgrammerHumor subreddit is chock full of awesome programming memes and jokes that youre bound to enjoy if you fancy yourselves fans of coding and all things tech, dear Pandas. Upvote your fave pics as you scroll down.

Bored Panda reached out to software engineer, musician, and artist Andrew Eckel for some insights into programming. Read on for his thoughts, dear Pandas.

Youll find some more awesome coding memes in Bored Pandas earlier articles about r/ProgrammerHumor right over here: Part 1, Part 2, and Part 3.

More info: Reddit | Twitter

Bored Panda wanted to get software engineer Andrew's opinion on whether or not it's important what programming language people start with. He shared that if you're pressed to learn a new language, for example for university, you might get the motivation to go above and beyond.

"My undergrad program was taught in C++, but where I went to grad school, they used Java. To catch up, I wound up taking graduate-level classes and the freshman intro class in the same semester. My fellow students in the freshman class wondered how I suddenly became their TA in the following semester," Andrew shared a snippet from his own life.

Andrew fully believes that programming allows for a lot of creativity and expression. In his view, saying that programming isn't creative is "like saying using a sewing machine isn't creative. It's creative if you make something creative with it! It's a craft that can be done both artfully and in the service of creating great art. Or you can program a garage door opener with it."

He quipped: "If people say it isn't creative, you won't hear them over the sound of your garage door closing."

Software engineer Andrew also opened up to us about his latest creative projects. "I've been working on a song called 'Fire Escape,' with a couple of my Boston friends singing backup, recorded remotely, and a synth bass part with a lot of pitch shifts in it. Inspired by the synth bass of Britney Spears's 'Toxic,' I hooked up a MIDI joystick to control pitch in the left-right direction and vibrato in the up-down direction, emulating the way the joystick on some '80s synths worked.The song as a whole is nothing like 'Toxic,' a whole different sound, but for the bass part I wanted that vibe!" he told Bored Panda.

Meanwhile, he's preparing to release his LeastAverageImage project's code open-source next week, "along with some results of running the program with a classic Simpsons episode as input." He also "did a little photoshoot with a favorite toy from my childhood last weekend, for a silly joke making fun of NFTs."

The r/ProgrammerHumor subreddit has nearly a whopping 1.8 million members, as well as an additional 54k followers on Twitter. Created way back in 2012, it celebrated its 10th anniversary at the end of January this year.

Whether youre a veteran programmer or are completely new with a freshly-baked diploma, if you plan on sharing memes on the sub, you should always aim for relevant jokes. All the humor has to be programming-related, so jokes that are generic and cover other professions are best kept for other online communities.

Software engineer, musician, and artist Andrew previously gave Bored Panda some great insights into the work, life, and world of programming.

He explained that debugging can actually be fun and said that programming as a whole is very rewarding when you finally manage to figure out the puzzle. For him, programming is definitely all worth it.

According to software engineer Andrew, the core of any programmer or computer scientists joy lies in creating new and exciting things and then watching them work as they had intended.

"The best moment for any programmer is seeing something you built work for the first time. It seems almost too good to be true, when something goes from an idea to a bunch of lines of code, to something that actually works and is helpful," he said what keeps him passionate.

"You don't even need to invent anything to experience this thrill. Often it's just a matter of taking a well-known algorithm and applying it to a new situation, Andrew said that someone can experience joy without programming something entirely unique and never-before-seen.

There are many great teachers out there who can teach about algorithms and the thought process of how to apply thempeople who can take something that has the potential to be really dry and make it fun and interesting," he said.

Andrew shared one recent moment of programming joy. It happened when his software-based art project finally started working as intended. "I certainly had that kind of moment when my image processing program LeastAverageImage spat out the 'airplanes' image and it was exactly what I had been hoping for," he said.

"But I had a similar feeling when a program I intended to reduce photos to only the colors available on a Lite Brite completely failed but made a 'running paint' effect much cooler than anything I was intending to make," he told Bored Panda. "That program isn't called LiteBriteColors now; it's called The ErrorSpreader," he added

However, like in most professions, big breakthroughs and moments of adrenaline dont happen all the time. Usually, things are more mundane, the happiness that you get from your work is calmer, simpler.

"Those 'eureka' moments don't happen every day, but the day-to-day fun in programming is debugging. I know that sounds crazy because if you're debugging it usually means the code you wrote doesn't work! But everyone I work with feels this way. The more confusing and strange the program's behavior is, the more fun it is to unravel the mystery, find the cause, and fix it. It's like a puzzle."

Andrew shared with us a witty conversation between a teacher and a student that he heard back during a grad class that he took.

"Teacher: Since we don't care about the language specifics, I'm going to write the example in pseudo-code.

Student: Pseudo-code...isn't that the puzzle with numbers on a grid?

Teacher: No, that's Sudoku."

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35 'Shockingly' Good Programmer Jokes And Memes From This Online Group (New Pics) - Bored Panda

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What Advice Would Women in Tech Give Their Past Selves? – thenewstack.io

This week saw 2022s International Womens Day an internationally observed day of recognition for the achievements of women every March 8th, an annual marker of what the U.S. has declared Womens History Month.

The day is an event with special significance to Code.org, a nonprofit trying to both expand access to computer science (CS) education in schools and increase the participation of young women and other underrepresented groups in tech.

So the group found a unique way to celebrate at the beginning of March. It teamed up with Rewriting the Code, a nonprofit dedicated to supporting women pursuing careers in tech, to ask women in tech and college students a thought-provoking and inspiring question.

What advice would you give to your past self?

The question brought some remarkable videos shared on Twitter with the hashtag #IWouldSay all offering encouragement, enthusiasm and some constructive suggestions informed with the benefit of hindsight.

As recently as this Friday, Siobhan Duncan, the lead developer at the educational startup Robotical, joined the women who were taking the challenge. If I could go back in time and give my younger self some advice, I would just say not to worry so much, Duncan said in a video shared on Twitter. Engineering has been the most fun Ive ever had.

Duncan added with a smile that taking it as a career has been the best decision Ive ever made in my life. The message the developer would send back in time? Just dive in, and enjoy enjoy the experience.

Also responding were some undergraduate CS students. Emma, a junior at the University of North Carolina, offered this advice to their past self in high school: If there isnt a door that you can find, then make one of your own and go through it.

Since the CS community is constantly changing, Emma said, no one should be afraid to stand up and be a leader and to start something new If there isnt a local club or community, make a club. Start a program in your school on in your library.

The most important thing is to let people know that we are here.

Continuing the theme, Cindy, a sophomore at Dartmouth College, just wanted to tell their past self to not be scared, to go ahead and take those engineering or CS courses or join those clubs like robotics And ask them if they can teach you a few things about what theyre coding, instead of just watching them write the code.

The student added, You know, just like not being scared to take a chance.

Anna, a Stanford University engineering student, wanted to first reassure her younger self that she does have all the ability she needs, to do an engineering degree and to be successful and complete it.

But in addition, shed tell her past self not to feel overwhelmed and that There are a lot of people who are in your corner, and want to help.

Asking for help was a common theme, also echoed by Catherine, a sophomore at UCLA. I think that held me back a lot that fear that I was asking something pointless, when I really needed help, the student said.

And I think, looking back, I wish I had asked those questions earlier, because then I wouldnt have needed to struggle so much in figuring something out.

Catherine remembered being afraid to ask questions, and a little voice inside warning that maybe the question might be a stupid one. But looking back, the Catherine of today sees it differently: If you ask it, no one cares. They will answer your question, and you will have learned something.

But Desiree, a junior at Widener University majoring in computer science, also recalled feeling a lot of self-generated expectations in high school. Speaking to a past self that was constantly pushing to go above and beyond, and prove that you belong there and that youre just as smart as everyone else, Desiree offered an alternative.

Be kinder to yourself, and know that the only person you need to be competitive with is the you from yesterday.

Code.org also shared a video from its software engineer Katie Shipley, who recalled being worried in high school about acceptance in a male-dominated field.

Said Shipley: I would love to tell my high school self about all the progress weve made in diversity, in tech and in coding, and that I will in my career be surrounded by people who celebrate diversity and who will accept me as my authentic self.

Amy Berkhoudt Woodman, a curriculum development manager at Code.org, would send this message to themself in high school: I think that the jobs that will be waiting for you when you graduate probably dont exist yet.

So instead of pursuing straight As, Woodman recommended finding a passion that can serve as a guide in a changing world. Its better to be in control of your own path by following your own north star and not necessarily the one that your parents or teachers can point you to right now.

Code.org even shared a response from its own international partnership manager, Ghada Zribi, whose message for their past self is Lets think of this dream of yours as a house were building. Theres the skills you might already have to work with, and then the other skills waiting to be acquired as well as individuals and organizations that can help.

Zribi closes with a reminder to ask for help when you need it and to also be patient with yourself. Were only human beings. And this journey will be very fun. Good luck.

Taken together, all the videos had a cumulative impact, bringing visibility and voice to whats still an ongoing change. Xan Black, executive director for Tulsa Regional STEM Alliance, would send this message back to themself in high school: All this work will add up to something and there is a place for you in engineering!

And Aleyna Storms, a computer science teacher, wanted to send this message: You make a difference. You will be a role model, and not just some woman that blends in with the crowd. You become stronger than you think. You will give girls and other women thoughts and ideas to be their true selves. You will be unapologetically you.

Ultimately all the affirming videos seemed to share the same commitment to hope, to progress, and to a better future ahead. And one especially inspiring message came from Dwana Franklin-Davis the CEO of Reboot Representation, a group working to boost the number of Black, Latina, and Native American women earning computer science degrees.

Dream big, and dont be afraid to take up space, Franklin-Davis says in the video, because your resilience and your innovation will impact generations to come.

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What Advice Would Women in Tech Give Their Past Selves? - thenewstack.io

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Academic Fellow, Art and Computer Science job with UNIVERSITY OF MELBOURNE | 285119 – Times Higher Education

Location:ParkvilleRole type:1.0 FTE, Fixed-term for 2 yearsFaculty:Computing and Information SystemsDepartment/School:Faculty of Engineering and Information TechnologySalary:Level A $75,289 - $102,163 plus 17% super

About the role:

The Academic Fellow (Art and Computer Science) is a joint appointment between Department of Museums & Collections (M&C) and School of Computing and Information Systems (CIS), in the Faculty of Engineering and Information Technology (FEIT) and will report to the Deputy Dean Engagement (FEIT) and Associate Director Science and Academic Programs (M&C).

This exciting role leads and delivers a world-class program that embeds digital innovation within M&C and weaves artistic creativity into CIS/FEITs teaching and research programs, connecting these teaching and research programs with M&C flagship initiatives (Science Gallery Melbourne and Grainger Museum) and leads new teaching and research opportunities that highlight the significance of the connection between art and computer science.

This is an opportunity for those with an established artistic practice and experience with digital mediums to have real scope to shape the strategic direction and outcomes of the program, facilitate multidisciplinary collaborations and influence our curriculum to enhance the student experience.

As part of this role you will:

About You:

You are an established or emerging artist/creative practitioner with experience and keen interest in profiling the relationship between artistic creation and digital innovation, including developing and delivering interactive digital installations in public environments. Your strong interpersonal and engagement skills will allow you to form effective relationships with a diverse range of collaborators and stakeholders to achieve program outcomes. You possess excellent verbal and written communication skills with the ability to convey creative and technical concepts as well as project outcomes to a wide range of audiences.

You will further have:

For specific responsibilities and Key Selection Criteria of this role please refer to the attached Position Description.

You will be supported to pursue achievement in all pillars of an academic career:

About Us:

As part of our commitment to Diversity and Inclusion part-time applications are welcome. Additionally, we are prepared to consider a dual appointment to the role. Those identifying as Aboriginal and Torres Strait Islanders are strongly encouraged to apply.

Founded in 1853, theUniversity of Melbourneis Australias #1 university and is consistently ranked amongst the leading universities in the world. We are proud of our people, our commitment to research and teaching excellence, and our global engagement.

The Faculty of Engineering and Information Technology (FEIT)is strongly committed to supporting diversity and flexibility in the workplace. Improving the representation of women is necessary in our goal to innovate and to strengthen FEITs reputation as a best-in-class centre of research.

About the School of Computing and Information Systems (CIS)We are international research leaders with a focus on delivering impact and making a real difference in three key areas: data and knowledge, platforms and systems, and people and organisations.

At the School of Computing and Information Systems, you'll find curious people, big problems, and plenty of chances to create a real difference in the world.

Benefits of Working with Us

In addition to having the opportunity to grow and be challenged, and to be part of a vibrant campus life, our people enjoy a range of rewarding benefits:

To find out more, please visithttps://about.unimelb.edu.au/careers.

Be Yourself

At UoM, we value the unique backgrounds, experiences and contributions that each person brings to our community, and we encourage and celebrate diversity. Indigenous Australians, those identifying as LGBTQIA+, females, people of all ages and culturally diverse backgrounds are encouraged to apply for our roles. Our aim is to create a workforce that reflects the community in which we live.

Join Us!

If you feel this role is right for you, please submit your application including a brief cover letter, your resume and your responses against Essential Selection Criteria 2, 3, 4 & 5, located in the attached Position Description.

*For information to help you with compiling short statements to answer the selection criteria and competencies, please go tohttp://about.unimelb.edu.au/careers/selection-criteria

Should you require any reasonable adjustments with the recruitment process, please contact the Talent Acquisition team at hr-talent@unimelb.edu.au.

Due to the impacts of COVID-19, we are currently prioritising applications with current valid working rights in Australia and candidates who are not affected by travel restrictions. Please see the latest updates to Australia's immigration and border arrangements:https://covid19.homeaffairs.gov.au/

While we review your application, get to know us by visitinghttp://www.eng.unimelb.edu.au/about/join-feit

Position Description: 0049090_Academic Fellow (Art and Computer Science)_PD.pdf

Applications close:Sunday 3 April 2022 11:55 PMAUS Eastern Daylight Time

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Academic Fellow, Art and Computer Science job with UNIVERSITY OF MELBOURNE | 285119 - Times Higher Education

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