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UNISON: A Unified Sound Generation and Editing Framework via Deep LLM Fusion

Announce Type: replace-cross Abstract: We present UNISON, a latent diffusion framework that unifies speech generation, sound generation, and audio editing within a single model. A single model handles text-to-audio, text-to-speech, zero-shot speaker cloning, mixed speech-and-sound generation, scene-level audio editing, speech-in-scene editing, and timed temporal composition, all of which share a single set of weights. Our architecture features two core designs: (1) Layer-wise deep LLM...

arXiv CS 7d ago

UNISON: A Unified Sound Generation and Editing Framework via Deep LLM Fusion

Announce Type: cross Abstract: We present UNISON, a latent diffusion framework that unifies speech generation, sound generation, and audio editing within a single model. A single model handles text-to-audio, text-to-speech, zero-shot speaker cloning, mixed speech-and-sound generation, scene-level audio editing, speech-in-scene editing, and timed temporal composition, all of which share a single set of weights. Our architecture features two core designs: (1) Layer-wise deep LLM fusion, which...

arXiv CS 9d ago

Farage’s call for unions to affiliate with Reform sparks furious backlash

Farage’s call for unions to affiliate with Reform sparks furious backlash Unison, Britain’s largest union, has led warnings over workers’ rights and job losses against Nigel Farage’s invitation to trade unions - Bookmark - CommentsGo to comments Trade union leaders and Labour MPs have reacted with fury to Nigel Farage’s invitation for unions to affiliate with Reform UK. The extraordinary call by Mr Farage came after recent polling suggested that Reform may have as many if not more trade...

The Independent UK 17h ago

Thousands join record-breaking human wave attempt in Mexico City ahead of World Cup

Thousands of people gathered along one of Mexico City's main avenues on Saturday in an attempt to set a Guinness World Record for the world's largest human wave. Aerial footage showed participants raising their arms in unison as the wave stretched for nearly a kilometre through the capital. Many attendees wore football jerseys and waved Mexican flags as excitement builds ahead of the 2026 FIFA World Cup, which kicks off in just a few days.

Euronews 3d ago

Unions rebuff Farage and say Reform ‘cosplaying’ as workers’ champions

TUC, GMB and Unison leaders reject invitation to affiliate to Reform amid rising support for party among their membersUK politics live – latest updatesMajor trade unions and the TUC have rebuffed Nigel Farage’s call for unions to affiliate to Reform UK, saying the party is “cosplaying” as workers’ champions and has opposed new employment rights. Farage issued a call on Tuesday for unions to attend Reform’s conference and to affiliate to the party, and he suggested one union may be on the...

The Guardian Politics 22h ago

Unions rebuff Farage and say Reform ‘cosplaying’ as workers’ champions

TUC, GMB and Unison leaders reject invitation to affiliate to Reform amid rising support for party among their membersUK politics live – latest updatesMajor trade unions and the TUC have rebuffed Nigel Farage’s call for unions to affiliate to Reform UK, saying the party is “cosplaying” as workers’ champions and has opposed new employment rights. Farage issued a call on Tuesday for unions to attend Reform’s conference and to affiliate to the party, and he suggested one union may be on the...

The Guardian UK 22h ago

Unions rebuff Farage and say Reform ‘cosplaying’ as workers’ champions

TUC, GMB and Unison leaders reject invitation to affiliate to Reform amid rising support for party among their membersUK politics live – latest updatesMajor trade unions and the TUC have rebuffed Nigel Farage’s call for unions to affiliate to Reform UK, saying the party is “cosplaying” as workers’ champions and has opposed new employment rights. Farage issued a call on Tuesday for unions to attend Reform’s conference and to affiliate to the party, and he suggested one union may be on the...

The Guardian World 22h ago

Danish String Quartet review – captivating performance from a world-class group

Wigmore Hall, LondonThe quartet communicated intimately and naturally in a programme of music by Shostakovich, Ravel and Stravinsky A hushed chord sustained by the second violin, viola and cello. Fragments of a melody played as a distant memory by the first violin, which reached slowly upwards to a final crystalline harmonic. Pizzicato, diminuendo, silence.

The Guardian Culture 17h ago

Satellites reveal cities' 'urban pulse,' tracking neighborhood growth in near real time

Satellites reveal cities' 'urban pulse,' tracking neighborhood growth in near real time Robert Egan Associate Editor For over a century, doctors have used electrocardiograms (EKGs) to render the invisible electrical activity of the human heart visible, using the pulse to diagnose disease before it becomes fatal. Now, scientists have invented a way to do the exact same thing for the places where most of humanity lives: cities. In a recent study published in the Proceedings of the National...

Phys.org 1d ago

Keep an eye on ‘radicalisation centres’ in border areas: Amit Shah

Calling for a zero-tolerance approach towards unauthorised encroachments within 0-15 km of the international border, home minister Amit Shah on Friday said the local administration and police in border district should remove all such encroachments and keep a close vigil on centres of radicalisation within this border belt. Chairing a meeting in Bhuj to review the security of Gujarat’s land and coastal borders, Shah said that everyone, from the police station staff to patwari, should work in...

Times of India 10d ago