Announcing Incident Source and Project Radiant Glow - AI-Powered Real-Time Incident Intelligence

[blantonl]

Radiant-Glow's direction and implementation is to surface major events or incidents that occur in a covered area. We're not interested in logging every time EMS get's called to someone's house for a panic attack, or that someone's car was broken into.

So the transcriptions don't need to be perfect every time, and they can't be.

The correlation engine and look at the body of a bunch of transcripts to determine a major incident.

These are the incident types that automatically promote to a major event when detected on a monitored radio channel.

Always escalates on classification

- Active attack / active shooter
- Airplane crash
- Airport alert
- Firefighter down (mayday)
- Building collapse
- Mass casualty incident
- Shooting
- Marine incident
- Technical rescue

Fire

- Multi-alarm fire (2nd alarm and above)
- Working fire
- Defensive operations
- Heavy smoke showing
- Major brush / grass fire
- Catastrophic structural damage / debris field

Motor vehicle accidents

- Fatal MVA
- Extrication / entrapment
- Rollover
- Multiple-vehicle / pile-up
- Major roadway shutdown
- Vehicle into a building or structure
- Vehicle fire / ejection

Rail

- Train derailment
- Vehicle or pedestrian vs. train
- Train hazmat / tanker leak

Weather

- Confirmed tornado on the ground

 

[AK9R]

A comment about motor vehicle crashes with entrapment...Given the design of modern automobiles and the obesity rate among the US population, I hear lots of motor vehicle crashes being dispatched as "with entrapment". In many cases (just my opinion, no science), many of these entrapments turn out to be no big deal. Rescuers pop the door open and assist the "trapped" occupant out of the vehicle so they can sign the SOR.

But, yes, without knowing the severity of the entrapment, it can very easily turn out to be A Big Deal.

 

[speedway_navigator]

Have you noticed Locuion will continue to use the initial run type even after the on scene report is all occupants out but we need a 2nd medic for transport. I've heard residence fire with entrapment dispatched an hour after the fire is out with no one hurt when the IC calls for an investigator.

 

[Napalm]

Have you noticed Locuion will continue to use the initial run type even after the on scene report is all occupants out but we need a 2nd medic for transport. I've heard residence fire with entrapment dispatched an hour after the fire is out with no one hurt when the IC calls for an investigator.

That's dependant on the dispatcher. If she doesn't create a new run it will just go out as the initial call.

Some dispatchers are better than others.

 

[Napalm]

AI will never get radio perfect. Ever.

Oh I'm well aware, I know you are too. I'm using a Whisper model that sends Locution alerts to a telegram group for the team that runs our "scanner" (I hate that term) group on Facebook. My list of corrections in the script is huge LOL.

I coded TTD to encode the audio and attach it to the message along with a Google maps link. 80 percent of the time it works every time.

 

[ScanScribe]

Oh I'm well aware, I know you are too. I'm using a Whisper model that sends Locution alerts to a telegram group for the team that runs our "scanner" (I hate that term) group on Facebook. My list of corrections in the script is huge LOL.

I coded TTD to encode the audio and attach it to the message along with a Google maps link. 80 percent of the time it works every time.

I finetuned a whipser model on 3000 local audio clips with the corrected transcripts from my scanner. It does alright. Got them on huggingface check it out if you want. xxbubziexx (cam nameloc)

 

[speedway_navigator]

I think AI is confusing Dyer ambulance with Dire Straits, probably a case of industrial disease...

 

[Napalm]

I finetuned a whipser model on 3000 local audio clips with the corrected transcripts from my scanner. It does alright. Got them on huggingface check it out if you want. xxbubziexx (cam nameloc)

Thanks I'll check it out. I have so many projects on the go and my whisper works decently enough I just let it do it's thing. I'll eventually tackle training and find tuning lol