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anzar edited this page May 20, 2022
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openwillis is an open source python package for digital measurement of health.
- official website - get introduced to the package and subscribe to its newsletter
- getting started - view instructions on how to install and use the package
- list of functions - learn about all the functions and the measurements they output
- research guidelines - read how to best incorporate and use openwillis in your project
- contributor guidelines - know how to contribute new methods to the openwillis function library
if you would like to report an issue, please do so using the issues tab. we keep a close eye on it.
openwillis is free to use for everyone under the apache 2.0 license. some functions allow the user to utilize cloud-based services, which are not free. in those cases, the user relies on their own account from those services. sometimes, these are free for academic researchers or to anyone making low-volume processing requests.
OpenWillis was developed by a small team of clinicians, scientists, and engineers based in Brooklyn, NY.
- Release notes
- Getting started
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List of functions
- Video Preprocessing for Faces v1.0
- Video Cropping v1.0
- Facial Expressivity v2.0
- Emotional Expressivity v2.0
- Eye Blink Rate v1.0
- Speech Transcription with Vosk v1.0
- Speech Transcription with Whisper v1.0
- Speech Transcription with AWS v1.0
- WillisDiarize v1.0
- WillisDiarize with AWS v1.0
- Speaker Separation with Labels v1.1
- Speaker Separation without Labels v1.1
- Audio Preprocessing v1.0
- Speech Characteristics v3.2
- Vocal Acoustics v2.1
- Phonation Acoustics v1.0
- GPS Analysis v1.0
- Research guidelines