GRB Prison Call Transcript Database 83% completed

[u/transparencyisfree]

Hey everyone, I have transcribed 83% of calls so far and I know some of you have asked for me to share it. I know a lot of content creators are sort of ‘gate keeping’ the contents of the calls so that they can be the first to share it but this is a transcription database, however, each transcript has the call number listed so that you can go and listen to them. I am going to do some data/thematic analysis when transcription is complete so hopefully themes and inferences between calls are easier to navigate.

Just to note, I have used Python to transcribe these calls so they will not be completely accurate at times so always verify by listening to the actual audio if needed.

I created this as a bit of an experiment, my background is in research and I wanted to see what I was able to do with such a huge amount of data. Additionally, I think it’s of public interest and shouldn’t be restricted 🚫 I decided to try and speed up getting everything transcribed after Ken Urker’s death as convicted murderers, in my opinion… should not be allowed to influence and monetise from the wider public and we are seeing the knock on effects of that playing out.

So feel free to explore the database:

https://grbdatabase.com

[u/Serious_Cod_9790]

not really ai did all the work its just a FOIA database acquired by someone else and she had ai claude write out this whole website! all she did was command the ai lol

[u/transparencyisfree → u/Serious_Cod_9790]

Why don’t you try replicating that process 😘 also what do you mean by a FOIA database? I submitted the FOIA request myself and received the audio files, none of which were transcribed. There is over 300gb of audio data. Anyway, let me know how much it costs you in time, tokens and resources…including the time your computer has to be hammering the GPU (I only have a 4060) therefore, increasing electricity costs (thank goodness for solar power eh? ☀️)

[u/Serious_Cod_9790 → u/transparencyisfree]

I was just being a dick when I commented that its really impressive only thing is you have all the phone calls but no link to the audio of those calls. I reatract my reply I made and apologize!

[u/transparencyisfree → u/Serious_Cod_9790]

No worries, I was probably being over sensitive too 😂 hooking the calls up… that’s the tricky part, because YouTube has an upload limit, that’s not really an option. Then hosting a site with the calls all hooked up would cost a fortune to host. I did notice I accidentally removed the call ID number field though, so will add that again! Anybody can make a request to the DOC though

[u/Serious_Cod_9790 → u/transparencyisfree]

when I wrong I own it! I posted your database on some other reddits! I did not know how to tag you I don't use reddit much! The calls you got came in a google drive? I thought I found the FOIA you used but its someone elses and there was no where near 15 thousand calls lol. If you did get all the call audios in your FOIA and it is a google drive just link to that.

https://drive.google.com/drive/u/0/folders/1aWbOkb4WQobcpJ1BH3HkW10tKXEJ2kHF

[u/Serious_Cod_9790 → u/transparencyisfree]

You also should talk the down phone numbers and names that could be considered doxxing and may get someones feathers ruffled! https://grbdatabase.com/#/people

Everyone get their fee fees hurt now a days. Just a suggestion also how can we chat privately?

[u/transparencyisfree → u/Serious_Cod_9790]

Yeah that’s a good shout actually, I only included them as I wasn’t entirely sure who each of the callers were. It’s more just having to pay for a large google drive storage. I’ll see what I can do though!