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arXiv:2509.04345v1 Announce Type: cross Abstract: Speech generation systems can produce remarkably realistic vocalisations that are often indistinguishable from human speech, posing significant authenticity challenges. Although numerous deepfake detection methods have been developed, their effectiveness in real-world environments remains unrealiable due to the domain shift between training and test samples arising from diverse human speech and fast evolving speech synthesis systems. …

Articul8 AI has achieved the AWS Generative AI Competency, highlighting its expertise in providing domain-specific Generative AI solutions for various industries. This accomplishment underscores Articul8’s capabilities as an AWS Partner, recognized for delivering advanced generative AI technologies in sectors such as financial services, aerospace, telecommunications, and semiconductors. The AWS Competency Program supports customers by connecting them with partners like Articul8, …