Catalan's number with a twist

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We all know that

$$C_n = \frac{1}{n+1} {2n \choose n} $$

But what if I want to calculate the same property of catalan, but with number of zeros is $s$ and number of ones is $t$ when $s\neq t$? As in:

Calculate in how many binary sequences with length of $s+t$ there are exactly $s$ zeros, and in all sub-sequences the number of ones ($t$) is not greater than the number of zeros ($t\leq s$)?

In my opinion, to calculate this we might need to assign a function $F: \text{group of all bad sequences} \longrightarrow \text{group of all binary sequences of s+1 ones and t-1 zeros}$

But I have no idea on how to go on!

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This is the generalization (or perhaps the original formulation) of Bertrand's Ballot Problem. The number of such paths is given by the reflection principle and is $$C_{s,\ t} = \frac{s-t+1}{s+1}\binom{s+t}{t}$$ Notice that when $s=t=n$ then we recover the original Catalan numbers $$C_{n,n}=C_n=\frac{1}{n+1}\binom{2n}{n}$$