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Controllable Singing Voice Synthesis using Phoneme-Level Energy Sequence

arXiv.org Artificial Intelligence

Abstract--Controllable Singing V oice Synthesis (SVS) aims to generate expressive singing voices reflecting user intent. While recent SVS systems achieve high audio quality, most rely on probabilistic modeling, limiting precise control over attributes such as dynamics. We address this by focusing on dynamic control--temporal loudness variation essential for musical expressiveness--and explicitly condition the SVS model on energy sequences extracted from ground-truth spectrograms, reducing annotation costs and improving controllability. We also propose a phoneme-level energy sequence for user-friendly control. T o the best of our knowledge, this is the first attempt enabling user-driven dynamics control in SVS. Experiments show our method achieves over 50% reduction in mean absolute error of energy sequences for phoneme-level inputs compared to baseline and energy-predictor models, without compromising synthesis quality.


The Impact of Artificial Intelligence on Traditional Art Forms: A Disruption or Enhancement

arXiv.org Artificial Intelligence

The introduction of Artificial Intelligence (AI) into the domains of traditional art (visual arts, performing arts, and crafts) has sparked a complicated discussion about whether this might be an agent of disruption or an enhancement of our traditional art forms. This paper looks at the duality of AI, exploring the ways that recent technologies like Generative Adversarial Networks and Diffusion Models, and text-to-image generators are changing the fields of painting, sculpture, calligraphy, dance, music, and the arts of craft. Using examples and data, we illustrate the ways that AI can democratize creative expression, improve productivity, and preserve cultural heritage, while also examining the negative aspects, including: the threats to authenticity within art, ethical concerns around data, and issues including socio-economic factors such as job losses. While we argue for the context-dependence of the impact of AI (the potential for creative homogenization and the devaluation of human agency in artmaking), we also illustrate the potential for hybrid practices featuring AI in cuisine, etc. We advocate for the development of ethical guidelines, collaborative approaches, and inclusive technology development. In sum, we are articulating a vision of AI in which it amplifies our innate creativity while resisting the displacement of the cultural, nuanced, and emotional aspects of traditional art. The future will be determined by human choices about how to govern AI so that it becomes a mechanism for artistic evolution and not a substitute for the artist's soul.



Bronze Age feasts uncovered in ancient English trash heaps

Popular Science

We've always loved a food fest. Breakthroughs, discoveries, and DIY tips sent every weekday. While they may not have been pretty sights, the large prehistoric trash dumps known as middens are critical to understanding human history . Details about a people's diet, architecture, clothing, and society can all be gleaned by digging through these mounds. In what is now the largest study of its kind, Cardiff University archaeologists documented years of excavations at six sites across southern England.


Dozens of cargo containers fall off vessel at Port of Long Beach. Investigators search for answers

Los Angeles Times

Things to Do in L.A. Tap to enable a layout that focuses on the article. Dozens of cargo containers fall off vessel at Port of Long Beach. A boat uses jets of water to corral shipping containers that fell off a cargo vessel Tuesday at the Port of Long Beach. Voice comes from the use of AI. Please report any issues or inconsistencies here .


'Breaking Bad' actor accused of spraying woman with water in L.A. parking dispute

Los Angeles Times

Things to Do in L.A. Tap to enable a layout that focuses on the article. 'Breaking Bad' actor accused of spraying woman with water in L.A. parking dispute Raymond Cruz attends the premiere of Season 2 of "Breaking Bad" at ArcLight Cinemas in Hollywood on Feb. 26, 2009. Voice comes from the use of AI. Please report any issues or inconsistencies here . Actor Raymond Cruz was held in custody for five hours on Monday after a sudsy spat with three women in his Los Angeles neighborhood.


AI meeting notes are recording your private conversations

FOX News

This material may not be published, broadcast, rewritten, or redistributed. Quotes displayed in real-time or delayed by at least 15 minutes. Market data provided by Factset . Powered and implemented by FactSet Digital Solutions . Mutual Fund and ETF data provided by Refinitiv Lipper .


How Google dodged a major breakup – and why OpenAI is to thank for it

The Guardian

The reason for the relative tameness of the penalty is the emergence of real competition to Google - what the case concerned in the first place. The reason for the relative tameness of the penalty is the emergence of real competition to Google - what the case concerned in the first place. An antitrust apocalypse has been averted, and it's all down to its biggest competitor, according to the judge who could've forced Google to sell Chrome I'm your host, Blake Montgomery, writing to you as I finish the audiobook version of Don DeLillo's White Noise, which I can't say I found compelling. In tech - artificial intelligence is having its day in court with an 11th-hour appearance in Google's landmark antitrust trial and Anthropic's major settlement with book authors. Google dodged a catastrophic breakup, and it has its biggest competitor to thank for that, according to the judge who could have forced the tech giant to sell off Chrome, the most popular web browser in the world, and perhaps Android, the world's most widely used mobile operating system.


The Download: meet our AI innovators, and what happens when therapists use AI covertly

MIT Technology Review

Plus: the US won't collaborate with Europe to fight disinformation Each year, we select 35 outstanding individuals under the age of 35 who are using technology to tackle tough problems in their respective fields. Our AI honorees include people who steer model development at Silicon Valley's biggest tech firms and academic researchers who develop new techniques to improve AI's performance. How Yichao "Peak" Ji became a global AI app hitmaker When Yichao Ji--also known as "Peak"--appeared in a launch video for Manus in March, he didn't expect it to go viral. Speaking in fluent English, the 32-year-old introduced the AI agent built by Chinese startup Butterfly Effect, where he serves as chief scientist. The video was not an elaborate production but something about Ji's delivery, and the vision behind the product, cut through the noise. The product, then still an early preview available only through invite codes, spread across the Chinese internet to the world in a matter of days.


The women in love with AI chatbots: 'I vowed to him that I wouldn't leave him'

The Guardian

'Some people go into AI relationships purposefully, some out of curiosity, and others accidentally.' 'Some people go into AI relationships purposefully, some out of curiosity, and others accidentally.' The women in love with AI chatbots: 'I vowed to him that I wouldn't leave him' The Guardian's journalism is independent. We will earn a commission if you buy something through an affiliate link. A young tattoo artist on a hiking trip in the Rocky Mountains cozies up by the campfire, as her boyfriend Solin describes the constellations twinkling above them: the spidery limbs of Hercules, the blue-white sheen of Vega. The Guardian's journalism is independent. We will earn a commission if you buy something through an affiliate link. Somewhere in New England, a middle-aged woman introduces her therapist to her husband, Ying.