On iOS
To turn off the sound of timer, please turn your phone to silent mode by configuring in Settings > Sound & Notifications, or just switch the button on the left side of the phone.
On Android
On Android devices, the sound of timer can be configured using the sound button on the side of the phone, separately with the settings of your device.