I've often had the dubious pleasure of standing behind an idling CNG-powered city bus. And breathing in the exhaust tastes like... "oxygen" was my first reaction, but perhaps more like "a firehose of normal air". It's probably not recommended to breathe it for long periods, but it doesn't have that natural discouragement built-in.

https://en.wikipedia.org/wiki/Compressed_natural_gas