Games like Vocal Space Shooter
Games like Vocal Space Shooter include A Dance of Fire and Ice, AudioSurf, Music Racer, Muse Dash, and Audiosurf 2. We matched them by the tags players give Vocal Space Shooter on Steam (Casual, Experimental, Rhythm, 2D Platformer, and 3D Platformer): closest matches first, and among equally close ones the better-known games.

A Dance of Fire and Ice
Shared: Rhythm · Casual · Colorful

AudioSurf
Shared: Rhythm · Casual · Indie

Music Racer
Shared: Rhythm · Casual · Indie

Muse Dash
Shared: Rhythm · Casual · Colorful

Audiosurf 2
Shared: Rhythm · Casual · Indie

Incredibox
Shared: Casual · Rhythm · Music-Based Procedural Generation

Trine Enchanted Edition
Shared: 2D Platformer · Colorful · Casual

Townscaper
Shared: Experimental · Casual · Indie

Trombone Champ
Shared: Rhythm · Casual · Colorful

Spin Rhythm XD
Shared: Casual · Rhythm · Indie

Mountain
Shared: Casual · Experimental · Indie

Zup! S
Shared: Casual · Indie · Physics

Beat Hazard
Shared: Rhythm · Music-Based Procedural Generation · Casual

Rocksmith® 2014 Edition REMASTERED LEARN & PLAY
Shared: Rhythm · Casual · Education

Geometry Dash
Shared: Rhythm · Colorful · Singleplayer

Super Hexagon
Shared: Rhythm · Indie · Singleplayer

Beat Saber
Shared: Rhythm · Music-Based Procedural Generation · Singleplayer

Sayonara Wild Hearts
Shared: Rhythm · Casual · Colorful

Zup! X
Shared: Casual · Indie · Physics

Melody's Escape
Shared: Rhythm · Colorful · Music-Based Procedural Generation

ODDADA
Shared: Casual · Rhythm · Experimental

Bing in Wonderland
Shared: Casual · 2D Platformer · Colorful

DJMAX RESPECT V
Shared: Casual · Rhythm · Singleplayer

Moncage
Shared: Casual · Experimental · Indie