> For the complete documentation index, see [llms.txt](https://textav.gitbook.io/textav-event/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://textav.gitbook.io/textav-event/problem-domains/tv-archive-ai-pipeline.md). # Tv Archive AI pipeline {% embed url="" %} ## Notes * SLIDES: * Internet Archive! * Petabytes of data! The TV Archive! The TV News Archive! Recording TV, cable news, Philadelphia local news, CSPAN (people LOVE it). * There's an API written in Python Clip-based metadata storage. "This clip was fact-checked, this clip is a politlcal ad" Check it out: What is in the data? VIDEO / AUDIO / CAPTIONS / but also information about… PROGRAM / CONTEXT / AUDIENCE Not all of this data is easy to grab but each have signals where data can be pulled from. * \[ see excellent slide with detailed examples for each ] * How can we use these signals to provide more information? * Speaker diarization / who is talking? * Experimentation at the Internet Archive: * They want to enable experimentation as a library, not necessarily do it (but they do it too) * Example: Political TV Ad Archive () * Frequency analysis, turning sound into a hash and easily searchable. FIngerprinted each political ad and found all other copies with that ad. * Example: Face o matic * Recording in real time, 4 hours to convert into mp4 and other things, run through an algorithm that "doesn't take much time at all" * This is a prototype: What do YOU want to use it for? - What format would you like this in? * Example output in #face-o-matic on hyperaudio slack * Example: Chyron Extraction Extracting the "lower thirds" and how do they compare? That will be discussed tomorrow\* * The Vision: What's happening on TV? What's all the metadata associated with what's happening? They don't have a great API for these things but want to use Sockets to push things out. * Be able to look historically, last month, etc. INTERNET ARCHIVE IS A LIBRARY! Dan wants to make sure you know this. ← it’s true. * Question: * Can you add more data to the archive? How can submitters use all this cool stuff? * "Good question." * "Reach out to me, basically." → DAN @slifty SCHULTZ * "We should talk" everyone talk to him!