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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 23h 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 1d 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 1d 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 1d 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

West Virginia's epic walk-off sparks emotional 'Country Roads' celebration that defines college sports

In an era of college athletics dominated by conversations about NIL, the transfer portal and congressional legislation, it's nice to get a reminder of why we fell in love with these sports in the first place. Monday night, with eyes on the Women's College World Series and NCAA tournament in college baseball, a scene out of Morgantown, West Virginia, seemingly brought fans together amid the ongoing chaos. Sometimes, it just takes a good reminder.

Fox News 8d ago

Jacob Fatu acknowledges Roman Reigns, Bron Breakker spears Paul Heyman and more from 'Monday Night Raw'

A solemn Jacob Fatu made his way to the ring to kickoff "Monday Night Raw" following his Tribal Combat loss to world heavyweight champion Roman Reigns at Clash in Italy with the crowd in Turin wondering whether he would participate in the "Acknowledgement Ceremony. "Reigns was surrounded by his Bloodline stablemates, Jey and Jimmy Uso, smiling as he awaited Fatu’s arrival. Reigns beat Fatu twice in one calendar month, thwarting his first major challenger to a championship he won at...

Fox News 8d 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 UK 22h ago