OpenAI, the nonprofit aiming to develop and direct artificial intelligence to help the whole of humanity, open-sourced Whisper. Whisper is an automatic speech recognition system that OpenAI said will enable ‘robust” transcription in multiple languages. Whisper will also translate those languages into English, automatically.
“The primary intended users of Whisper models are AI researchers, studying robustness, capabilities, biases, generalization, and constraints of the current model. However, Whisper is also potentially useful as an automatic speech recognition solution for developers, especially for English speech recognition.” OpenAI said in a GitHubThe models are showing strength
Furthermore, Whisper doesn’t perform equally well across languages. The system does suffer from a higher error rate when it comes to speakers of languages that aren’t well represented in the training data or models.This is not something new to the world of ASR, unfortunately. Biases have long plagued the best of systems with a 2020
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Docile raccoons are likely trash can criminal mastermindsBustling with exciting urban opportunities, cities are attractive not only to human residents. Many creatures happily share human settlements, feasting on easy pickings. While some swoop boldly, snatching food from startled bystanders, others are more discrete, mainly making their presence felt through overturned garbage cans. But what makes some creatures better suited for life in the urban fast lane than their country cousins? ‘Several cognitive abilities have been proposed as particularly important for urban wildlife’, says Lauren Stanton from the University of California, Berkeley, USA, including learning from situations and adapting to change. But no one had pinned down how one particularly successful urban colonist, the raccoon, has taken North American cities by storm. While studying for her PhD with Sarah Benson-Amram at the University of Wyoming, USA, Stanton, with Eli Bridge (University of Oklahoma, USA) and Joost Huizinga (OpenAI, USA), embarked on an ambitious programme to get inside the heads of the urban mammals to find out what makes a great city dweller.‘We used live traps baited with cat food to humanely capture raccoons living in the city of Laramie, Wyoming’, says Stanton, who then transported the animals to the lab to assess their health and how feisty or docile they were. Then Stanton injected a tiny radio frequency ID tag between the animals’ shoulder blades to individually identify them before returning the animals to their home territories, keeping track of their impulsivity by recording each time an individual ended up in a trap again.Having tagged 204 raccoons between August 2015 and September 2019, Stanton and the team then tested how well the wild raccoons learned and adapted to change by locating a raccoon-sized cubicle in the animals’ neighbourhood, equipped with two buttons: one that released a handful of tasty dog food treats when pressed, and a second one that provided nothing. However, once each raccoon had overcome its misgivings a Mind your own damn business Last century ;), PBS had a special about raccoons in Toronto. They tracked a bunch, who decided hunting for food wasn't as easy as going thru trash and dining on people's decks and roofs... they're smart critters!
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