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We present Speakerly, a new real-time voice-based writing assistance systemthat helps users with text composition across various use cases such as emails,instant messages, and notes. The user can interact with the system throughinstructions or dictation, and the system generates a well-formatted andcoherent document. We describe the system architecture and detail how weaddress the various challenges while building and deploying such a system atscale. More specifically, our system uses a combination of small, task-specificmodels as well as pre-trained language models for fast and effective textcomposition while supporting a variety of input modes for better usability.

Speakerly: A Voice-based Writing Assistant for Text Composition