diff --git a/README.md b/README.md
index ef78635..70fc7c7 100644
--- a/README.md
+++ b/README.md
@@ -97,18 +97,18 @@ DDRS4PALS v1.02 (DLTPulseGenerator v1.1):
[![DOI](https://zenod
# Insights ...
-### ``the signal-scope: monitor the acquired or simulated detector-output pulses``
+### ``signal-scope: monitor the acquired or simulated detector-output pulses``
![Detector-Pulse Monitor](/images/scope.png)
-### ``the pulse-height/energy spectra (PHS): select the energy windows assigning the start & stop quanta``
+### ``energy spectra (PHS): select the energy windows assigning the start & stop quanta``
![PHS](/images/phs.png)
-### ``visualizing the lifetime or prompt (IRF) spectra: online tracking of the resulting data``
+### ``online tracking of the resulting spectra``
![Spectrum](/images/spec.png)
-## producing high-quality lifetime spectra exploiting a set of easy and freely configurable physical filters:
+## producing high-quality lifetime spectra exploiting a set of freely configurable physical filters:
-### ``the 1D median filter for spike-removal and noise-reduction``
+### ``1D median filter for spike-removal and noise-reduction``
![Median-Filter](/images/spikeRemoval.png)
### ``pile-up rejection by area-filtering``