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Meta has created a new system that it says can generate convincing speech in a variety of styles – but will not release it for fear of the risks. The new tool is called “Voicebox” and can be set to create outputs in different styles, new voices from scratch as well as with a sample. It makes speech across six languages, as well as a variety of other tools such as noise removal. It says that it is a major development on previous speech systems that required specific training for each task. Instead, Voicebox can just be given raw audio and a transcription, and then be used to modify an audio sample. It is far more effective than its competitors, Meta claimed in its announcement. It can generate words with a 5.9 per cent error rate compared to 1.9 per cent from competitor Vall-E, for instance, and do so as much as 20 times more quickly. Meta said that it had been built on the foundation of a new model it called “Flow Matching”. That allows the system to learn from speech that has not been carefully labelled, so that it can be trained on more and more diverse data. Voicebox was trained on 50,000 hours of speech and transcripts that came from public domain audiobooks in English, French, Spanish, German, Polish, and Portuguese, Meta said. Now that it has been trained, it can be given an audio recording and fill in the speech from the context, Meta said. That could be used to create a realistic sounding voice from just two seconds of speech, for instance, potentially being used to bring voices to people who cannot speak or to add people’s voices into games. It could also be used to translate a passage of speech from one lanagueg to another in a way that keeps the style, Meta said, allowing people to talk to each other authentically even if they don’t speak the same language. It could also be useful in more technical scenarios, such as audio editing, where it can be used to replace words that were not properly recorded, for instance. But Meta said that the risks were such that it would not be releasing the model. It did not point to specific harms, but said that “as with other powerful new AI innovations, we recognize that this technology brings the potential for misuse and unintended harm”. Numerous reports have warned that such systems could be used to copy people’s voices without their consent and in ways that could be harmful, such as creating fake videos of news events or using people’s voices to pose as them during scam calls, for instance. “There are many exciting use cases for generative speech models, but because of the potential risks of misuse, we are not making the Voicebox model or code publicly available at this time,” Meta said in a statement. “While we believe it is important to be open with the AI community and to share our research to advance the state of the art in AI, it’s also necessary to strike the right balance between openness with responsibility.” It also pointed to a separate paper, published on its website, in which it detailed how it had built a “highly effective” system that can distinguish between authentic speech and audio that had been generated with Voicebox. Read More Mark Zuckerberg reveals what he thinks about Apple’s headset – and it’s not good Meta scrambles to fix Instagram algorithm connecting ‘vast paedophile network’ Reddit user’s protests against the site’s rules have taken an even more bizarre turn

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Sir Keir Starmer will meet French president Emmanuel Macron as experts say he risks “demanding more than the EU is willing to give” with his insistence on seeking closer ties with Brussels. The Labour leader will hold talks in Paris on Tuesday, during which post-Brexit relations are expected to feature prominently, against a backdrop of debate over what any renegotiations with the bloc might involve. It comes as the UK in a Changing Europe (UKICE) research group publishes a new report that finds using the existing Trade and Cooperation Agreement (TCA) to reduce trade barriers will be “very challenging”. Sir Keir indicated in an interview with the Financial Times that he would seek to use a reassessment of the agreement in two years time to try to get “a much better deal” for the UK. The trade deal signed by Boris Johnson faces its first five-yearly review in 2025, though the extent of the talks are uncertain. UKICE says the onus will be on Britain to give the EU an incentive to shift its position, given the bloc is “relatively happy” with the existing partnership. Closer alignment on veterinary standards in order to ease trade, which Labour has cited as a priority, is highlighted in its report as one of the potential changes which would benefit the UK. But it adds that any new negotiations would potentially be lengthy and complex, and that time-consuming domestic issues like the economy and the NHS are likely to leave “limited bandwidth” for a major reassessment. Experts also warn that a review could even “inflame tensions” over implementation issues and that the EU is likely to prefer a lighter, technical re-evaluation. Anand Menon, director of UKICE, said: “Keir Starmer’s desire to secure a ‘much better’ Brexit deal for the UK is all well and good. “However, he failed to explain how tinkering with the Trade and Cooperation Agreement will make a meaningful economic difference. Moreover, he runs the risk of demanding more than the European Union is willing to give. “The UK is not a priority for the EU, which remains relatively happy with the TCA. The key for a Labour government will be figuring out a way to provide the EU with an incentive to restart negotiations over Brexit.” In its report, UKICE says Labour would need to set out a “much more detailed plan to demonstrate it is a serious negotiating partner with a realistic grasp of the issues at hand” and refine its “long list of ideas” into a more coherent set of goals. Sir Keir’s visit to Paris is the latest in a flurry of international engagements undertaken by Labour as the party seeks to raise its profile on the global stage ahead of a likely general election next year. Coinciding with his trip will be an appearance from shadow defence secretary John Healey in Washington DC, where he will make a speech calling on the US and UK to “work together” to defend democracy. Speaking at the American Enterprise Institute alongside Democratic Congressman Dean Phillips, Mr Healey will propose the countries jointly establish and lead a new “democratic resilience centre” to protect shared values and collectively monitor threats. The centre would be open to other Nato allies to join and could be a forerunner for a fully-fledged Nato body, he will say. Mr Healey and shadow foreign secretary David Lammy will meet officials from the White House, the US Department of Defence and the US Department of State during their visit. He will say: “For Labour, the US is the UK’s most essential ally, especially on defence and security. “Our countries should be on high alert ahead of the UK general election and US presidential election in 2024. This is the time to launch democratic resilience work together to better protect our democratic values and systems. “Democracy and freedom is hardwired into Nato’s founding treaties, alongside collective defence. Our deep conviction in democracy means we must also act to defend our democracies when under attack.” It comes amid a series of overseas engagements before party conference season, with Sir Keir having spent last week meeting fellow centre-left leaders in Montreal, Canada, including the country’s prime minister Justin Trudeau. That visit followed a trip to The Hague to hold talks with Europol officials on the shared challenge of people-smuggling gangs profiting from small boat crossings in the Channel. Read More UK Labour leader Keir Starmer says he'll seek closer ties with the EU if he wins the next election Sir Keir Starmer says he speaks to Barack Obama ‘frequently’ Starmer: Tory claims that Labour will join EU migrant quota scheme are ‘garbage’ Charity boss speaks out over ‘traumatic’ encounter with royal aide Ukraine war’s heaviest fight rages in east - follow live

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