In the context of the project "SOUNDWELD", the Belgian Welding Institute has invested in an acoustic emission measurement system, which can be used as a non-destructive technique for monitoring the weld quality during welding. In the research project SOUNDWELD, this new non-destructive in-line testing technique is evaluated for different welding processes.