ShotSpotter's own public statements say that audio is retained for 30 hours, see e.g.
https://www.soundthinking.com/faqs/shotspotter-privacy-faqs/. In the past they provided Albuquerque with a document that said 72 hours, but I believe they have been reducing that period over time. It may also depend on their specific contract with the law enforcement agency. Still, we know that they must retain recordings, because they do take requests from customers to reanalyze data that did not result in an alert.
For convenience, the most relevant text: "If the system misses a gunfire incident, police may contact the company to see if there is any audio or location evidence. In this case, only authorized ShotSpotter personnel with proper credentials can access sensor audio to search. Their search is limited to the 30- hour sensor storage timeframe."
ShotSpotter used to have significantly fewer privacy protections, and retention was indefinite early in the product's life. Fortunately, a combination of legal challenges and statutory privacy policies among their customers have lead to them significantly improving their privacy controls over time.