Discover how to improve Zoom meeting transcriptions by using AssemblyAI’s advanced technology with multichannel audio recordings. Learn how to integrate the Zoom API for accurate speech-to-text results. Zoom’s lesser-known feature of recording each participant’s audio on separate tracks can significantly enhance transcription accuracy when combined with AssemblyAI’s multichannel transcription technology.
Multichannel Recording This method ensures each utterance is attributed to the correct speaker, providing a more reliable transcript than traditional Speaker Diarization. To use this feature, set up Zoom to record individual audio files for each participant. This can be done through Zoom’s settings, where users can choose local or cloud recordings.
For cloud recordings, users may need to upgrade their Zoom account. Integrating AssemblyAI for Transcription AssemblyAI offers a solution for transcribing multichannel audio. Using their API, users can transcribe each participant’s audio track individually, improving transcription accuracy. The process involves fetching participant recordings using the Zoom API, combining them into a single file with separate channels, and transcribing the combined file using AssemblyAI’s multichannel transcription feature.
To get started, users must clone the project from GitHub, create a virtual environment, and install necessary dependencies. After setting up Zoom and AssemblyAI accounts, users can configure their systems to fetch and transcribe recordings. Technical Setup and Execution The technical setup involves configuring Zoom, setting up the Zoom API, combining audio files with FFmpeg, and using AssemblyAI’s API to transcribe the combined file.
Security and Permissions Security is crucial in this process. Users must create a Zoom app to access cloud recordings, setting up OAuth credentials for necessary permissions. Managing access tokens and scopes helps reduce the risk of unauthorized access. For detailed information on the code and its functionality, AssemblyAI provides comprehensive documentation and examples in their project repository.
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<p>The post Maximize Zoom Transcriptions: How to Use Multichannel Audio and AssemblyAI for Enhanced Accuracy first appeared on CoinBuzzFeed.</p>