SynthID Integrations

Fully managed ML tools allow you to build, deploy and scale machine-learning (ML) models quickly, for any use case. Vertex AI Workbench is natively integrated with BigQuery Dataproc and Spark. You can use BigQuery to create and execute machine-learning models in BigQuery by using standard SQL queries and spreadsheets or you can export datasets directly from BigQuery into Vertex AI Workbench to run your models there. Vertex Data Labeling can be used to create highly accurate labels for data collection. Vertex AI Agent Builder empowers developers to design and deploy advanced generative AI applications for enterprise use. It supports both no-code and code-driven development, enabling users to create AI agents through natural language prompts or by integrating with frameworks like LangChain and LlamaIndex.

MusicFX is an innovative AI application that transforms your creative ideas into music. By simply providing a few descriptive phrases, you can produce distinct instrumental tracks in a matter of seconds. This tool is powered by Google's MusicLM and incorporates Google DeepMind’s advanced watermarking technology called SynthID, which embeds a digital watermark in its musical outputs. You have the ability to convert text descriptions into musical compositions, allowing you to directly witness the capabilities of generative AI technology. However, it's important to recognize that this technology may encounter certain challenges, such as generating responses that are inaccurate or unsuitable. To address these concerns, we have implemented multiple layers of safeguards to reduce potential risks while enhancing your creative experience. Ultimately, MusicFX represents a significant leap forward in the intersection of technology and artistic expression.

Google VideoFX is a pioneering tool from Google Labs that leverages artificial intelligence to convert textual descriptions into brief video clips. This innovative platform is driven by Veo, one of Google DeepMind's cutting-edge models for video creation, capable of producing high-definition videos at 1080p across a variety of cinematic styles. As an experimental technology, VideoFX enables users to craft their own synthetic videos, but it is crucial to generate such content responsibly, especially when depicting individuals. There is a risk of videos containing misleading information, so it is essential to evaluate the output before any utilization. The functionality of VideoFX is enhanced by Google’s Veo generative model, which incorporates SynthID, a unique watermarking technology developed by Google DeepMind to ensure a digital watermark is embedded in every video. While the videos created and the accompanying prompt suggestions are still in the experimental phase, user interactions with the tool are tracked by Google to gather insights, including tool outputs and product usage patterns, along with user feedback for future improvements. This data collection is vital for refining the tool and enhancing user experience over time.

Lyria, Google’s text-to-music model, is now available on Vertex AI, allowing businesses to generate custom music tracks with just a text prompt. It is perfect for marketers, content creators, and media professionals who need personalized, high-quality music for campaigns, videos, and podcasts. Lyria produces music across various genres and styles, eliminating the need for expensive licensing or time-consuming composition processes. The platform helps streamline content creation by tailoring soundtracks that match the mood, pacing, and narrative of your content.