# IceCTF 2016 – Audio Problems
## Problem
>We intercepted this audio signal, it sounds like there could be something hidden in it. Can you take a look and see if you can find anything?
## Solution
```mathematicasound = Import["https://play.icec.tf/problem-static/audio_problems_210b88f2232e1c9d770bb5d2069c47aabb86301b0adc7ad606956394a00f298b.wav"]```
The flag is immediately visible in the spectrogram.
```mathematicaSpectrogram[sound]```
![spectrogram](spectrogram.png)
If desired, we could create an image of that portion of the spectrogram.
```mathematicaarr = Transpose@Abs@SpectrogramArray[sound, 3000, 100, BartlettWindow];img = ImageResize[ColorNegate@Image[arr[[2900 ;; 2983, ;; 5000]]], {1000, 100}]```
![flag image from spectrogram](flag.png)