Training and research in AI, machine learning and autonomy are critical for the state and the nation.

MADISON, Wis., Apr 11, 2022 (SEND2PRESS NEWSWIRE) -- "The Velocity of Information – Human Thinking During Chaotic Times" (ISBN: 978-1475865455), authored by David P. Perrodin, Ph.D., and published by Rowman & Littlefield, rigorously clarifies and deepens how we think about societal human behavior and mental health during days, weeks, months, or even years of chaos. This is an invigorating scholarly work for all audiences. As chaos erupts, alerts screech on our cell phones and torrents of conflicting-yet-urgent messages gush from media outlets. What is the magnitude of the crisis? And what should people do to protect themselves?

Fox News Flash top entertainment and celebrity headlines are here. Check out what clicked this week in entertainment. Amber Heard's former personal assistant accused the "Aquaman" actress of creating an abusive work environment in a videotaped deposition played Thursday during actor Johnny Depp's defamation trial against his ex-wife in Fairfax, Virginia. Depp, 58, is suing Heard, 35, for $50 million over an op-ed she wrote for the Washington Post alleging she was the victim of domestic abuse. Heard never identified Depp directly, but attorneys for the "Pirates of the Caribbean" actor say her allegations have negatively impacted Depp's career and relationship with his family.

Music is liquid architecture; architecture is frozen music.--Attributed to Goethe But Missa solemnis 2.0, a collaboration between pioneering media artist and director Refik Anadol and The Philadelphia Orchestra (April 7, 9, 10, supported by The Pew Center for Arts & Heritage), brings Goethe's pithy saying to stunning visual and sonic life in ways the German literary giant never could have imagined. Beethoven completed his Missa solemnis in 1823. Despite being regarded as one of his most stunning musical creations, the piece is rarely performed. The composer's partner in this century-spanning project, Refik Anadol, was born in Istanbul. In 2008, while still an undergrad there, he presented his first digital art installation.

Obtaining Insights – While many service leaders jump to the cost savings potential of AI, one of AI's key benefits is in its ability to obtain insights and predictions. Insight generation allows organizations to move beyond cutting costs to generating value. Organizations can use these insights to guide agent and application decisions, ensuring customers receive the best service experience possible. Three examples of how AI is used to obtain insights in customer service are personalization, customer lifetime value and AI-based customer routing. Ensuring Optimal User Experiences – Another key benefit of AI is in how it creates optimal customer and agent experiences.

Eco Entrepreneur and Climate Campaigner, Dale Vince, OBE There's a saying that goes, 'don't meet your heroes as they may disappoint', well I pleased to say this wasn't the case when I spoke to green entrepreneur, Dale Vince, OBE for this episode for Irish Tech News Dale is one a what I would call a conscious CEO, where his work focuses on three key areas – energy, transport, and food. In 1995 he launched Ecotricity, the world's first green energy company, which today, powers around 200,000 homes and businesses across the UK with renewable energy from the wind and sun. Dale also owns Devil's Kitchen, which makes vegan school dinners, and his latest business, Skydiamond creates lab grown diamonds from the wind, rain and sun. If that wasn't enough, Dale is Chairman and owner of Forest Green Rovers recognised by FIFA as the "world's greenest football club" and became a United Nations Climate Champion in 2018. He launched his first book, Manifesto in 2020, and is Executive Producer of the Netflix Original documentary, Seaspiracy.

The benefits of big data analytics, artificial intelligence and machine learning are obvious.

On Episode 15 of Season 2, we're joined by Eric Horvitz, Microsoft's first ever Chief Scientific Officer. His research spans theoretical and practical challenges with developing systems that perceive, learn, and reason. He's the company's top inventor since joining in 1993 with over 300 patents filed. He has been elected Fellow of the Association for the Advancement of Artificial Intelligence (AAAI), Fellow of the National Academy of Engineering (NAE), Fellow of the American Academy of Arts and Sciences, and Fellow of the American Association for the Advancement of Science (AAAS). He was a member of the National Security Commission on AI and he also co-founded important groups like the Partnership on AI, a non-profit organization bringing together Apple, Amazon, Facebook, Google, DeepMind, IBM, and Microsoft to document the quality and impact of AI systems on things like criminal justice, the economy, and media integrity.

Deep learning models are mostly used in an offline inference fashion. However, this strongly limits the use of these models inside audio generation setups, as most creative workflows are based on real-time digital signal processing. Although approaches based on recurrent networks can be naturally adapted to this buffer-based computation, the use of convolutions still poses some serious challenges. To tackle this issue, the use of causal streaming convolutions have been proposed. However, this requires specific complexified training and can impact the resulting audio quality. In this paper, we introduce a new method allowing to produce non-causal streaming models. This allows to make any convolutional model compatible with real-time buffer-based processing. As our method is based on a post-training reconfiguration of the model, we show that it is able to transform models trained without causal constraints into a streaming model. We show how our method can be adapted to fit complex architectures with parallel branches. To evaluate our method, we apply it on the recent RAVE model, which provides high-quality real-time audio synthesis. We test our approach on multiple music and speech datasets and show that it is faster than overlap-add methods, while having no impact on the generation quality. Finally, we introduce two open-source implementation of our work as Max/MSP and PureData externals, and as a VST audio plugin. This allows to endow traditional digital audio workstation with real-time neural audio synthesis on a laptop CPU.

WARNING--Graphic footage: Fox News correspondent Bryan Llenas has the latest on the investigation from Brooklyn, New York, on'Special Report.' New York City may be rolling out new technology and periodic bag checks to prevent future terrorist attacks, according to the mayor. New York City Mayor Eric Adams spoke with MSNBC's "Morning Joe" on Wednesday about the previous day's terror attack on the city's subway system. The mayor touched on the possibility of new technology on public transportation to prevent similar acts in the future. "With the gun detection devices – oftentimes when people hear of'metal detectors,' they immediately think of the airport model," Adams said.