Most stuff here is just raw unstructured text data, if you are looking for annotated corpora or Treebanks refer to the sources at the bottom. Blog Authorship Corpus: consists of the collected posts of 19,320 bloggers gathered from blogger.com in August 2004. Amazon Fine Food Reviews [Kaggle]: consists of 568,454 food reviews Amazon users left up to October 2012. ASAP Automated Essay Scoring [Kaggle]: For this competition, there are eight essay sets. Each of the sets of essays was generated from a single prompt.

Like a lot of industries, artificial intelligence (AI) is changing advertising right before our eyes. Today, AI is getting attention for writing emotive TV scripts, targeting smart ads and using facial recognition to recommend products based on personal preferences. In each of these scenarios, it's helping advertising professionals do their jobs with intelligence backed by solid data; much more than humans have the time or capacity to analyze. And while there's some debate over how far some of these technologies should go and whether they violate privacy and keep customer data secure, there's a lot of excitement over its potential. So how is AI making an impact on the television advertising industry – and the people in it – today?

Whitney Cummings is a stand-up comedian, actor, producer, writer, director, and the host of a new podcast called Good for You. Her most recent Netflix special features in part a robot, she affectionately named Bearclaw, that is designed to be visually a replica of Whitney. It's exciting for me to see one of my favorite comedians explore the social aspects of robotics and AI in our society. This conversation is part of the Artificial Intelligence podcast. This episode is presented by Cash App: download it & use code "LexPodcast" The episode is also supported by ZipRecruiter.

The research report "Artificial Intelligence in Law Market– Global Industry Analysis 2019 – 2025" offers precise analytical information about the …

I'm sitting down on a sofa, talking to what looks like a Facetime with Deepak Chopra on a phone. It's an animated, sometimes realistic, talking head. He asks me how I feel. I end up discussing work stress. For a few minutes, I'm having a little session with a Deepak that doesn't exist. A few weeks later, I'm talking to actual Deepak Chopra on the phone about what I experienced.

--South Indian classical music ( Carnatic music) is best consumed through live concerts. A carnatic recital requires meticulous planning accounting for several parameters like the performers' repertoire, composition variety, musical versatility, thematic structure, the recital's arrangement, etc. to ensure that the audience have a comprehensive listening experience. In this work, we present ragamAI a novel machine learning framework that utilizes the tonic nuances and musical structures in the carnatic music to generate a concert recital that melodically captures the entire range in an octave. Utilizing the underlying idea of playlist and session-based recommender models, the proposed model studies the mathematical structure present in past concerts and recommends relevant items for the playlist/concert. Our experiments on a vast collection of concert show that our model performs 25%-50% better than baseline models. The analysis of classical music has become a mainstay in the field of music information retrieval (MIR) over the last decade. Recent research has investigated several nuances of classical music, be it in rhythm cycles, tempo estimation, beat tracking, instrument classification, and melodic analysis, using data-driven techniques.

By now, most of us have shared a few chuckles over AI-generated deepfake videos, like those in which the face of comedian and impressionist Bill Hader gradually takes on the likenesses of Tom Cruise, Seth Rogen, and Arnold Schwarzenegger as he imitates the celebrities. We've seen actor Ryan Reynolds' mug superimposed over Gene Wilder's in the 1971 classic film "Willy Wonka & the Chocolate Factory." We've even marveled over businessman Elon Musk being turned into a baby. It all can be quite humorous, but not everyone is laughing. Tech companies, researchers, and politicians alike are growing concerned that the increasing sophistication of the artificial intelligence and machine learning technology powering deepfakes will outpace our ability to discern between genuine and doctored imagery.

As much as a programmer likes machine learning, there must come a time when they are overwhelmed by the study process. All the coding, maths and infrastructure of it might make one reach out for that extra cup of coffee. Now, e-commerce giant Amazon has made the world of generative artificial intelligence a little easier to understand by introducing its machine learning-powered MIDI-compatible keyboard, DeepComposer. AWS DeepComposer is a 32-key, 2-octave keyboard design. This ML keyboard offers developers to experience generative AI in a better way.

"Are you in a precarious situation? Karah Preiss' cousin Leslie accused her of being sleepy and distracted and eventually hung up, but didn't guess the truth. Preiss had placed the call using a software clone of her voice made to demonstrate artificial intelligence's ability to deceive. Preiss relates her family experiment in the fifth installment of the Sleepwalkers podcast, a guide to the recent boom in artificial intelligence. The episode examines how AI technology is reshaping perceptions of reality in phone pranks, on Facebook, in Hollywood, and in politics.