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How are you currently doing it? If you want to mix music and your voice (for talking/back-announcing), you can use the free application Mixxx. It lets you build playlists and crossfade songs (if that's your bag) and even has a auto-DJ function for playing playlists automatically and applying crossfades, etc., and also lets you connect a USB microphone for talking. It can also record your mix sessions so you can create your show to upload wherever you upload them to.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.