In CMS, you can search for content inside your media. You can search against the output of any engine that was run on your media. For example, you can search by keywords against a transcript, or you can search by Face ID against a library of faces recognized by the face recognition engine run on your media file. You can also conduct multi-variance search, using search parameters against multiple engines at the same time:
 
 1 - Transcription - search by transcript
 2 - Sentiment - search by sentiment analysis
 3 - Face ID - search by recognized faces
 4 - Object detection - search by detected objects

You can search against a single engine at a time. If you click into the search bar, CMS by default will search by transcription.
 

Search by Transcription – Click the "Search by Keyword" icon and enter keywords into the search bar:

Click search and results will appear:

 
 

Search by Face ID – Click the "Search by Face" icon:

Type into the search bar and a drop-down will appear:

Choosing from the drop-down will enable the search bar:


 

Search by Recognized Text - Click the "Search by Recognized Text" icon:

Enter the words you want to search for onscreen and click search for results:

Search by Object - Click the "Search by Object" icon:

Type into the search bar and a drop-down will appear:

Choosing from the drop-down will enable the search bar:

With Veritone, you can perform a multi-variant search, searching for your media content against multiple engines at a time. As an example, let's search for all media files that have Anderson Cooper talking about healthcare.
 
In the search bar, select the icon for one of the engines you want to search against and enter search items, then click search. Once you generate results, you can click on a second engine to add more search parameters.

Searching by the first engine of choice: face detection

Select Search by Face parameter and type "Anderson Cooper" in the search bar:


You will get back many files satisfying this search parameter.
 

Searching with the second engine of choice: transcription

Click the "Search by Keyword" icon and enter your keyword into the search bar:


 
This multi-variant search for “Anderson Cooper” and keywords “healthcare” returns six results:


 
Let's explore one of the files. The result “healthcare” occurs in the transcript of the file, as does Anderson Cooper in facial detection results:
 



 
If you have any questions or comments, please email [email protected].

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