5.2 Recording impulse response

Problem

To measure impulse responses for sound source localization and sound source separation.

Solution

Ingredients

You need a loudspeaker, a microphone array, an audio device that can simultaneously play and record a sound, and a signal including multiple TSPs. Upon installing harktool , a wave file of a single TSP signal is installed in /usr/bin/harktool3_utils; the file name is 16384.little_endian.wav. Since this file includes a single TSP signal, it is necessary to cut and paste to make multiple TSPs (e.g., 8 or 16 times) using waveform editing software, such as matlab, or python. Note that NO spaces should be inserted between TSPs. Similarly, 16384.little_endian.tsp is also installed to the same path. This is a raw file, with32 bit floating amplitude data installed in series. To read the file, use wavesurfer (to install on Ubuntu, use sudo apt-get install wavesurfer) Then, open the file with wavesurfer,

 	  wavesurfer /usr/bin/harktool3_utils/16384.little_endian.tsp

and set the configuration (Fig. 5.1)

$\includegraphics{fig/recipes/InputDataGeneration-004-wavesurfer.png}$

Figure 5.1: Configuration of wavesurfer needed to read raw files

Directions

Impulse responses are measured in two steps (1) playing and recording the TSP signal, and (2) calculating impulse responses from TSP signals.

Playing and recording the TSP signal
Play multiple TSP signals because their addition reduces background noise and reverberation. Assume the use of tsp8.wav having eight TSP signals.
Use wios for recording. If you want to record the impulse response using an ALSA device with 8 channels, use the following command (see Recording multichannel sound how to use wios )
```
	  wios -s -x 0 -i tsp.wav -c 8 -o r100_d000.wav
```
It is necessary to record impulse responses from every direction. For example, impulse responses can be measured along a circle with its center at the microphone array position and a radius of 1-2m. After each recording, the loudspeaker should be moved 5 or 10 degrees, followed by another recording. If impulse responses are recorded at a 1m distance and every 10 degrees, the file names will be
```
    r100_d000.wav
    r100_d010.wav
    ...
    r100_d350.wav
```
Calculating impulse responses from TSP signals.
The impulse response for each TSP signal can be calculated by adding each TSP and calculating the converse of the inverse TSP signal with the added TSP. These calculations can be performed using harktool. See the HARK document or the tutorial video on measurements of transfer function for details.

Discussion

Impulse response is an output of the system following the application of an impulse function to the system. Intuitively, the reverberation you hear upon clapping your hands in a room is a type of impulse response. The problem in actually measuring the “impulse response” is the need for a large amount of energy with a sufficient signal-to-noise ratio. To solve this problem, the impulse response is measured using a Time Stretched Pulse (TSP) signal, whose energy is stretched over time. Impulse response can be determined by recording the TSP and calculating the converse and inverse of the TSP [1,2]. The best interval between measurements is usually around 5 or 10 degrees, although it depends on the microphone array and on the shape and configuration of the room.