what's the best way to summarize multiple transcripts
Generated on 9/9/2024
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To summarize multiple transcripts effectively, you can use the batch translation functions provided by the Translation API, as discussed in the Meet the Translation API session. This session highlights the use of the flexible translation API, which allows you to translate multiple strings at once and receive results asynchronously. This approach is efficient and can make your UI more responsive by displaying translations as they become available.
For translating content in different languages, it's important to handle each language separately in a single session to avoid errors, as mentioned in the session. You should also ensure that the source language is set to nil to let the API identify the language automatically.
If you are interested in deploying machine learning models on Apple devices, the session Deploy machine learning and AI models on-device with Core ML provides insights into integrating models and optimizing their performance using Core ML.
For more detailed information on these topics, you can refer to the respective sessions from WWDC 2024:
- Meet the Translation API
- Deploy machine learning and AI models on-device with Core ML
Deploy machine learning and AI models on-device with Core ML
Learn new ways to optimize speed and memory performance when you convert and run machine learning and AI models through Core ML. We’ll cover new options for model representations, performance insights, execution, and model stitching which can be used together to create compelling and private on-device experiences.
Optimize for the spatial web
Discover how to make the most of visionOS capabilities on the web. Explore recent updates like improvements to selection highlighting, and the ability to present spatial photos and panorama images in fullscreen. Learn to take advantage of existing web standards for dictation and text-to-speech with WebSpeech, spatial soundscapes with WebAudio, and immersive experiences with WebXR.
Meet the Translation API
Discover how you can translate text across different languages in your app using the new Translation framework. We’ll show you how to quickly display translations in the system UI, and how to translate larger batches of text for your app’s UI.
Bring your machine learning and AI models to Apple silicon
Learn how to optimize your machine learning and AI models to leverage the power of Apple silicon. Review model conversion workflows to prepare your models for on-device deployment. Understand model compression techniques that are compatible with Apple silicon, and at what stages in your model deployment workflow you can apply them. We’ll also explore the tradeoffs between storage size, latency, power usage and accuracy.