Define the following two Fourier integrals $$ C(k) = \int_0^{\pi/2} \big( \sin x\big)^{2\alpha}\cos (2kx) dx,\quad S(k) = \int_0^{\pi/2} \big( \sin x\big)^{2\alpha}\sin (2kx) dx, $$ for some constant $\alpha>0$ and integer $k$. Using symbolic software like MAPLE, we can get \begin{align} C(1) &= -\frac{\sqrt{\pi}\Gamma(\frac{1}{2}+\alpha)}{\Gamma(\alpha)}\frac{1}{2(1+\alpha)},\cr C(2) &= -\frac{\sqrt{\pi}\Gamma(\frac{1}{2}+\alpha)}{\Gamma(\alpha)}\frac{1-\alpha}{2(1+\alpha)(2+\alpha)},\cr C(3) &= -\frac{\sqrt{\pi}\Gamma(\frac{1}{2}+\alpha)}{\Gamma(\alpha)}\frac{(1-\alpha)(2-\alpha)}{2(1+\alpha)(2+\alpha)(3+\alpha)},\cr C(4) &= -\frac{\sqrt{\pi}\Gamma(\frac{1}{2}+\alpha)}{\Gamma(\alpha)}\frac{(1-\alpha)(2-\alpha)(3-\alpha)}{2(1+\alpha)(2+\alpha)(3+\alpha)(4+\alpha)},\cr &\ \ \vdots \end{align} It is easy to guess that (seems right, though no proof) $$ C(k) = -\frac{\alpha\sqrt{\pi}}{2} \frac{\Gamma(\frac{1}{2}+\alpha)\Gamma(k-\alpha)}{\Gamma(1-\alpha)\Gamma(k+1+\alpha)},\quad k=1,2,\cdots. $$
But the other integral $S(k)$ seems quite different. Here is the first few ones: \begin{align} S(1) &= \frac{1}{1+\alpha},\cr S(2) &= -\frac{2\alpha}{(1+\alpha)(2+\alpha)},\cr S(3) &= \frac{3\alpha^3-\alpha+2}{(1+\alpha)(2+\alpha)(3+\alpha)},\cr S(4) &= -\frac{4{\alpha}^{3}-4{\alpha}^{2}+16\alpha}{(1+\alpha)(2+\alpha)(3+\alpha)(4+\alpha)},\cr S(5) &= \frac{5\,{\alpha}^{4}-10\,{\alpha}^{3}+67\,{\alpha}^{2}-14\,\alpha+24}{(1+\alpha)(2+\alpha)(3+\alpha)(4+\alpha)(5+\alpha)},\cr S(6) &= -\frac{6\,{\alpha}^{5}-20\,{\alpha}^{4}+202\,{\alpha}^{3}-124\,{\alpha}^{2}+ 368\,\alpha }{(1+\alpha)(2+\alpha)(3+\alpha)(4+\alpha)(5+\alpha)(6+\alpha)},\cr S(7) &= \frac{7\,{\alpha}^{6}-35\,{\alpha}^{5}+497\,{\alpha}^{4}-601\,{\alpha}^{3}+ 2736\,{\alpha}^{2}-444\,\alpha+720 }{(1+\alpha)(2+\alpha)(3+\alpha)(4+\alpha)(5+\alpha)(6+\alpha)(7+\alpha)},\cr S(8)&=-\frac{8\,{\alpha}^{7}-56\,{\alpha}^{6}+1064\,{\alpha}^{5}-2120\,{\alpha}^{4} +13712\,{\alpha}^{3}-6464\,{\alpha}^{2}+16896\,\alpha }{(1+\alpha)(2+\alpha)(3+\alpha)(4+\alpha)(5+\alpha)(6+\alpha)(7+\alpha)(8+\alpha)},\cr &\ \ \vdots \end{align} Since the numerator of $S(k)$ can not be further factorized (except the obvious factor $\alpha$ when $k$ is even), it is unlikely that $S(k)$ has a single close-form expression as $C(k)$ using Gamma functions. My question is whether there is one with two or more terms?
These integrals can be expressed on closed form thanks to the hypergeometric function $_2F_1$
In case of the integral $C(k)$ , there is a relationship between the hypergeometric function of argument $1$ and the Gamma function which allows a simpler closed form.
In case of the integral $S(k)$ which involves the hypergeometric function of argument $-1$ , as far as I know there is no similar relationship. Nether the less, there is a relationship with the Incomplete Beta function, but in the complex domaine since the argument is $-1$ : Formula above.
Done with the invaluable help of WolframAlpha :
$ _2F_1(-2a,k-a;-a+k+1;-1)=(-1)^k(-1)^a(k-a)\text{B}_{-1}(k-a,2a+1)$
$\text{B}_{-1}(k-a,2a+1) \equiv \text{B}(-1;k-a,2a+1)\quad$ is the Incomplete Beta function with argument $-1$.
http://mathworld.wolfram.com/IncompleteBetaFunction.html