How can I listen to offline music from my iPhone device?

Open the music app and select your music. See if this helps: https://support.apple.com/en-us/HT204951

What is the source of your music? Are you using Apple Music? Have you synced music to your iPhone from your computer using iTunes/Music? Are you using another service like Spotify?