You can try disabling Bluetooth absolute volume to decrease the volume .
1. Open settings
2. Scroll down until you see about phone
3. Tap software information
4. Tap on build number rapidly seven times
5. Enter your screen lock if you have one set up
6. Tap the back arrow at the bottom of your screen two times
7. If there is a search option in settings search Bluetooth Absolute Volume if there is not, Tap developer options
8. Scroll until you see a setting labeled “Bluetooth absolute volume” without quotation marks.
9. Close all your apps, restart your device and reconnect to the speaker.
10. You can now use the volume keys on the speaker to adjust the volume to your preferred listening level.