How… trustworthy is Gemini 2.5 Pro’s audio-analysis of music?

How Reliable is Gemini 2.5 Pro for Audio Analysis?

As someone navigating the complex world of sound sensitivities, I recently began using Gemini 2.5 Pro to evaluate music for certain auditory elements I tend to avoid, particularly crowd noises. For years, my enjoyment of music has been significantly impacted by severe auditory sensitivities, making it challenging to listen to new albums without prior validation from friends or family. Now, I find myself intrigued by this tool as it may serve as a game-changer in unlocking a new realm of musical enjoyment.

So far, I have analyzed three tracks from the band Weezer. The results were mixed: one song was flagged as potentially triggering, while the other two were marked as safe for listening. However, I can’t shake off the uncertainty regarding the accuracy of these assessments; I find myself hesitating to dive into those tracks, fearing that the software may have misjudged its findings. My initial research relied heavily on articles and user reviews, but it wasn’t until I directly submitted YouTube links of the songs for analysis that I truly began to gauge the software’s capabilities.

This raises an important question: to what extent can I trust the audio analysis provided by Gemini 2.5 Pro? Is the tool prone to false-negatives? Does it genuinely live up to its claims?

As I continue using this technology, I’m eager to discover just how precise it is in identifying potentially unpleasant soundscapes. It offers a promising alternative for individuals like myself who want to enjoy music without the distressing impact of certain auditory stimuli. Sharing insights or experiences with similar tools could be incredibly beneficial, so I invite readers to comment below with their thoughts or any helpful tips!

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