Question is the calculation of $U/DU$ where $U$ is a unitary matrices with non-degenerate eigenvalues, and $DU$ are diagonal unitary matrices with non-degenerate eigenvalues.
The answer is $UA_{0}U^{-1}\cong U/DU$ where $A_0$ is diagonal matrix with eigenvalues of $1,\ 1/2,\ 1/3\ ...\ 1/n$.
How ever I can see how one can calculate this the quetient is defined as follows: $G/H$ is a group its elements are the equivalence clases $[g]$
where the equivalence is defined by $g\sim g '$ if $g'=gh$. I cant find the above expression by using this definition. The original source that I encountered this problem is this; 
[Reference] Wikipedia: Homogeneous space and Wikipedia: Group action
Note. I will use a general notation for the unitary groups.
Let $U(n)$ be the set of unitary matrices, and let $DU(n)$ be the set of unitary diagonal matrices.
Let $\mathfrak{M}\equiv\{ UA_0U^{-1} : U\in U(n) \}$ where $A_0$ is the diagonal matrix with entries $1,\frac{1}{2},\dotsc,\frac{1}{n}$. Notice that $\mathfrak{M}$ is not a group, since $\mathfrak{M}$ does not contain the identity matrix $I$.
The unitary group $U(n)$ acts on $\mathfrak{M}$ (by conjugation) $$ U(n) \times \mathfrak{M} \to \mathfrak{M} \quad\text{defined by}\quad (V, UA_0U^{-1}) \mapsto V(UA_0U^{-1})V^{-1} $$ for $V\in U(n)$ and $UA_0U^{-1}\in\mathfrak{M}$. In general the action of $V$ on $UA_0U^{-1}$ is denoted by $V\cdot(UA_0U^{-1})$.
(1) The action is well-defined since $$ V\cdot(UA_0U^{-1}) \equiv V(UA_0U^{-1})V^{-1} = (VU)A_0(VU)^{-1} \in \mathfrak{M} $$ (2) (Identity) For the identity matrix $I$, we have $$ I\cdot(UA_0U^{-1}) \equiv I(UA_0U^{-1})I^{-1} = UA_0U^{-1} $$ (3) (Compatibility) For $V,W\in U(n)$, we have $$ \begin{align*} (VW)\cdot(UA_0U^{-1}) &\equiv (VW)(UA_0U^{-1})(VW)^{-1} \\ &= V(W(UA_0U^{-1})W^{-1})V^{-1} = V\cdot(W\cdot(UA_0U^{-1})) \end{align*} $$ (4) Moreover the action is differentiable because it consists of matrix multiplications.
In our case, the action of $U(n)$ on $\mathfrak{M}$ is faithful so that "$\mathfrak{M}$ is a homogeneous space for $U(n)$" is equivalent to "$\mathfrak{M}$ is a single $U(n)$-orbit". But this is trivial by the definition of $$ \mathfrak{M}=\{ U\cdot A_0\equiv UA_0U^{-1} : U\in U(n) \} = \text{$U(n)\cdot A_0$ (the $U(n)$-orbit of $A_0$) } $$
The statement above is very basic fact. Moreover, the bijection becomes a diffeomorphism when $G$ is a Lie group. In our case, since $\mathfrak{M}$ is a single $U(n)$-orbit of $A_0$, we have $$ \mathfrak{M} \cong U(n)/U(n)_{A_0} $$ It remains to show that the stabilizer $U(n)_{A_0}=\{V\in U(n) : V\cdot A_0=A_0\}$ is nothing but $DU(n)$. It is easy to check using matrix multiplication and leave it to an exercise.