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Mitigating Proxy-to-Wild Domain Gap in Deepfake Speech

arXiv:2606.07494v1 Announce Type: new Abstract: Recent neural audio codec-based speech generation (CodecFake) produces highly realistic audio, posing a challenge to existing deepfake countermeasure models. While using codec resynthesized speech (CoRS) as proxy data improves performance, it often suffers from limited generalization.

arXiv CS 2d ago

Littler set to make first appearance since winning Premier League title

No 1 will make his first appearance since picking up his second Premier League title at the Nordic Darts Masters Luke Littler returns to action at the Nordic Darts Masters in Copenhagen; you can watch the World Cup of Darts live on Sky Sports in Frankfurt from June 11-14 Thursday 4 June 2026 12:23, UK Luke Littler will make his first appearance since picking up his second Premier League title at the Nordic Darts Masters in Denmark. The world No 1 will be hunting his second World Series of...

Sky Sports Football 6d ago

Bunting beaten as Littler and Humphries progress in Nordic Darts Masters

Nordic Darts Masters: Stephen Bunting beaten by Viktor Tingstrom as Luke Littler, Luke Humphries, Michael van Gerwen progress Luke Littler will face James Wade in the quarter-finals; Luke Humphries averaged over 109 as he progressed; Stephen Bunting suffered a shock loss to Viktor Tingstrom; you can watch the World Cup of Darts live on Sky Sports in Frankfurt from June 11-14 Friday 5 June 2026 22:57, UK Viktor Tingstrom stunned reigning champion Stephen Bunting on the opening night of the Mr...

Sky Sports Football 5d ago

CodecFake+: Codec-Based Resynthesized Data as a Proxy for Detecting CodecFake Speech

Announce Type: replace Abstract: With the rapid advancement of neural audio codecs, codec-based speech generation (CoSG) systems have become highly powerful. Unfortunately, CoSG also enables the creation of highly realistic deepfake speech, making it easier to mimic an individual's voice and spread misinformation. We refer to this emerging deepfake speech generated by CoSG systems as CodecFake.

arXiv CS 1d ago

Whole-genome duplication shaped cell-type evolution in the vertebrate brain

Abstract The complex brains of vertebrates have more cell types than those of their closest relatives. Whole-genome duplications (WGDs) occurred during early vertebrate evolution1, but it is unclear whether the duplicated genes (ohnologues) facilitated cell-type evolution. Here using brain single-cell transcriptomes from five chordates—human2, mouse3, lizard4, lamprey5 and amphioxus—we report that many cell-type families with conserved core transcription factors in vertebrates do not show...

Nature 22h ago

How's Linear so fast? A technical breakdown

How's Linear so fast? A technical breakdown A few milliseconds is all it takes to update an issue in Linear. A traditional CRUD app doing the same thing takes about 300ms.

Hacker News 3d ago

Asus just announced the OLED Xbox Ally X of my dreams

The Xbox Ally X20, and the glasses you’ll have to buy with it. Asus If you asked me what I'd change about the Xbox Ally X handheld - aside from fixing Windows, I mean - I'd tell you two key things. First, give me a bigger, better screen.

The Verge 9d ago

Local authority capital expenditure and receipts in England: 2024 to 2025 final outturn

Local authority capital expenditure and receipts in England: 2024 to 2025 final outturn Statistics on the final outturn figures of local authority capital expenditure and receipts in the financial year April 2024 to March 2025. Applies to England Documents Details This release provides the final outturn for local authority capital expenditure and receipts in the financial year April 2024 to March 2025.

GOV.UK Statistics 5d ago

Dvořák: Symphony No 9 album review – Shani brings a natural freshness to a familiar work

Lahav Shani's recording of Dvořák's Symphony No 9 with the Rotterdam Philharmonic offers a fresh interpretation of the familiar work. The performance is characterised by an elegant restlessness, with the first movement unfolding organically without excessive shaping. This recording marks a period as Shani prepares to take up the chief conductor role at the Munich Philharmonic.

The Guardian UK 12d ago