[noun] + を + [verb] [noun] + を + 歩く / 渡る / 通る [noun] + を + 出る / 降りる
English shows what the verb acts on by putting it after the verb. Japanese shows it with を, so the word keeps its を wherever it stands. To ask what, use なん何を.
The character を is used for this particle and nothing else. On a keyboard it is typed "wo".
When the thing is the topic, or when you mean "too", は or も replaces を. In everyday Japanese they do not stand next to it; をも survives only in formal writing.
Some verbs and adjectives that take an object in English do not take を in Japanese. These are the ones a beginner meets.
These go beyond marking what the verb acts on.
With a verb of movement – あるく歩く, はしる走る, わたる渡る, とぶ飛ぶ, とおる通る, さんぽ散歩する – を marks the place the movement passes through or along.
With でる出る (to leave), おりる降りる (to get off) and そつぎょう卒業する (to graduate), を marks the place you leave. Getting on takes に; getting off takes を.
In casual conversation を is often left out when it is clear what the verb acts on. In polite speech and in writing it stays.