Hi Ante,
Never mind feeding a signal into this little amp. To avoid crossover distortion, each TDA2003 idles with up to 50mA. It ain't no low-power LM358!
Also, the author of ths project and I completely forgot that the minimum voltage rating of the TDA2003 is 8V.
So a brand new PP3 alkaline battery will power a bridged amp for only about 1/2 hour, with no output!
If you want 10W, get out those six D cells, but even they will drop to 8V in almost no time. Using 10 alkaline D cells in series, a single TDA2003 like in our project can give 10W into 2 ohms, gradually dropping in output power for a reasonable length of time.
The author of this project certainly had wishful thinking.